hierarchy/layer2.json

{
  "layer": 2,
  "concepts": [
    {
      "sumo_term": "AIAlignmentProcess",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [
        "NonDeceptiveAlignment"
      ],
      "child_count": 1,
      "sumo_definition": "The process of ensuring\nan &%ArtificialIntelligence's goals and behaviors align with human values\nand intentions.",
      "synset_count": 1,
      "synsets": [
        "ai_alignment_process.n.01"
      ],
      "canonical_synset": "ai_alignment_process.n.01",
      "lemmas": [
        "AI alignment process",
        "artificial intelligence alignment",
        "AI value alignment",
        "machine alignment process",
        "AI safety alignment"
      ],
      "pos": "noun",
      "definition": "The process of ensuring an artificial intelligence system's goals, behaviors, and decision-making align with human values, ethics, and intentions. This process involves techniques and methods to prevent AI systems from pursuing objectives that are misaligned with or harmful to human interests.",
      "child_concepts": [
        "NonDeceptiveAlignment"
      ]
    },
    {
      "sumo_term": "AIArtifact",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [
        "AIDataset",
        "AIModel",
        "AISystem",
        "HarnessComponent",
        "ModelComponent"
      ],
      "child_count": 5,
      "sumo_definition": "Any engineered artifact that implements, embodies, or supports\n   artificial intelligence capabilities, including models, datasets,\n   training runs, and harness components.",
      "synset_count": 1,
      "synsets": [
        "ai_artifact.n.01"
      ],
      "canonical_synset": "ai_artifact.n.01",
      "lemmas": [
        "AI artifact",
        "artificial intelligence artifact",
        "AI system component",
        "machine learning artifact",
        "AI implementation"
      ],
      "pos": "noun",
      "definition": "An engineered artifact that implements, embodies, or supports artificial intelligence capabilities, including machine learning models, training datasets, computational training runs, and supporting infrastructure components.",
      "child_concepts": [
        "AIModel",
        "AISystem",
        "HarnessComponent",
        "ModelComponent"
      ]
    },
    {
      "sumo_term": "AIGovernance",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The systems, rules, and processes\nfor overseeing the development, deployment, and use of &%ArtificialIntelligence\nto ensure safety and beneficial outcomes.",
      "synset_count": 5,
      "synsets": [
        "00074524.n",
        "01124794.n",
        "01135529.n",
        "05706815.n",
        "08164585.n"
      ],
      "canonical_synset": "00074524.n",
      "lemmas": [
        "oversight",
        "lapse"
      ],
      "pos": "n",
      "definition": "a mistake resulting from inattention",
      "lexname": "noun.act",
      "child_concepts": []
    },
    {
      "sumo_term": "AIGrowth",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [
        "CapabilityAcquisition",
        "SelfImprovement"
      ],
      "child_count": 2,
      "sumo_definition": "The process of an\n&%ArtificialIntelligence expanding its capabilities, knowledge, or\neffectiveness through learning, training, or self-improvement.",
      "synset_count": 23,
      "synsets": [
        "00250259.n",
        "00597915.v",
        "00598954.v",
        "00599992.v",
        "00604576.v",
        "00829107.v",
        "00920336.v",
        "00948206.n",
        "05752544.n",
        "05985999.n",
        "07068631.n",
        "07324673.n",
        "07423560.n",
        "08438067.n",
        "08549070.n",
        "09295338.n",
        "13464557.n",
        "13464820.n",
        "13489037.n",
        "13490343.n",
        "13497135.n",
        "14234074.n",
        "14422871.n"
      ],
      "canonical_synset": "00250259.n",
      "lemmas": [
        "development"
      ],
      "pos": "n",
      "definition": "act of improving by expanding or enlarging or refining",
      "lexname": "noun.act",
      "child_concepts": [
        "CapabilityAcquisition",
        "SelfImprovement"
      ]
    },
    {
      "sumo_term": "AbnormalAnatomicalStructure",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "category_children": [
        "Lesion",
        "Scar",
        "Tumor",
        "Ulcer"
      ],
      "child_count": 4,
      "sumo_definition": "Any &%AnatomicalStructure\nwhich is not normally found in the &%Organism of which it is a part, i.e. it is\nthe result of a &%PathologicProcess.  This class covers tumors, birth marks,\ngoiters, etc.",
      "synset_count": 1,
      "synsets": [
        "05515545.n"
      ],
      "canonical_synset": "05515545.n",
      "lemmas": [
        "ovotestis"
      ],
      "pos": "n",
      "definition": "hermaphroditic gonad that contains both testicular and ovarian tissue",
      "lexname": "noun.body",
      "child_concepts": [
        "Lesion",
        "Scar",
        "Tumor",
        "Ulcer"
      ]
    },
    {
      "sumo_term": "AirPollution",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "EnvironmentalCrises"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%AirPollution is the subclass of\n&%Pollution processes in which air is contaminated.",
      "synset_count": 4,
      "synsets": [
        "14517412.n",
        "14517852.n",
        "14518219.n",
        "14518377.n"
      ],
      "canonical_synset": "14517412.n",
      "lemmas": [
        "air_pollution"
      ],
      "pos": "n",
      "definition": "pollution of the atmosphere",
      "lexname": "noun.state",
      "child_concepts": []
    },
    {
      "sumo_term": "AirlineAlliance",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "An airline alliance is an agreement between two or more airlines to cooperate on a substantial level.",
      "synset_count": 1,
      "synsets": [
        "airline_alliance.n.01"
      ],
      "canonical_synset": "airline_alliance.n.01",
      "lemmas": [
        "airline_alliance",
        "airline-alliance",
        "airline alliance"
      ],
      "pos": "noun",
      "definition": "An airline alliance is an agreement between two or more airlines to cooperate on a substantial level.",
      "child_concepts": []
    },
    {
      "sumo_term": "Animal",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organism"
      ],
      "category_children": [
        "Biped",
        "DomesticAnimal",
        "Invertebrate",
        "Vertebrate"
      ],
      "child_count": 4,
      "sumo_definition": "An &%Organism with eukaryotic &%Cells, and lacking\nstiff cell walls, plastids, and photosynthetic pigments.",
      "synset_count": 50,
      "synsets": [
        "00015388.n",
        "00118066.a",
        "00145883.s",
        "00146883.a",
        "00147052.s",
        "00147160.s",
        "00147528.a",
        "00147659.s",
        "00153545.s",
        "00153789.s",
        "00160144.a",
        "00160288.s",
        "00180655.a",
        "00180835.a",
        "00206900.s",
        "00207034.s",
        "00207467.a",
        "00212173.a",
        "00241672.a",
        "00241816.a",
        "00313836.s",
        "00313911.s",
        "00314023.a",
        "00314265.s",
        "00314390.s",
        "00314466.s",
        "00314559.s",
        "00314639.s",
        "00315109.a",
        "00315254.s",
        "00315805.a",
        "00319534.a",
        "00319851.s",
        "00320064.s",
        "00320614.s",
        "00320847.a",
        "00320985.s",
        "00726612.s",
        "01005410.s",
        "01006284.s",
        "01106989.a",
        "01107094.a",
        "01259280.s",
        "01261727.s",
        "01289607.s",
        "01313093.n",
        "01314388.n",
        "01314663.n",
        "01314781.n",
        "01314910.n"
      ],
      "canonical_synset": "00015388.n",
      "lemmas": [
        "animal",
        "animate_being",
        "beast",
        "brute",
        "creature",
        "fauna"
      ],
      "pos": "n",
      "definition": "a living organism characterized by voluntary movement",
      "lexname": "noun.Tops",
      "child_concepts": [
        "Biped",
        "DomesticDog",
        "Livestock",
        "Arthropod",
        "Coral",
        "Mollusk",
        "Worm",
        "ColdBloodedVertebrate",
        "WarmBloodedVertebrate"
      ]
    },
    {
      "sumo_term": "AnimalAnatomicalStructure",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "category_children": [
        "Abdomen",
        "Alveolus",
        "AnimalShell",
        "BloodCell",
        "BloodVessel",
        "Brain",
        "Breast",
        "BronchialDuct",
        "Chest",
        "Chin",
        "DigitAppendage",
        "Ear",
        "Egg",
        "Exoskeleton",
        "Eye",
        "Face",
        "Feather",
        "Foot",
        "GastroIntestinalTract",
        "Gills",
        "Hair",
        "NailDigit",
        "RespiratoryTract",
        "RibCage",
        "Spleen",
        "Stomach",
        "Tail"
      ],
      "child_count": 55,
      "sumo_definition": "&%AnatomicalStructures that\nare possessed exclusively by &%Animals.",
      "synset_count": 1,
      "synsets": [
        "animalanatomicalstructure.n.01"
      ],
      "canonical_synset": "animalanatomicalstructure.n.01",
      "lemmas": [
        "animal anatomical structure",
        "animal body structure",
        "zoological structure",
        "animal anatomy",
        "faunal structure"
      ],
      "pos": "noun",
      "definition": "A structural component or part of an animal's body that is exclusive to members of the animal kingdom, such as organs, tissues, or body parts not found in plants or other organisms.",
      "child_concepts": [
        "Abdomen",
        "Chest",
        "GastroIntestinalTract",
        "Hair",
        "NailDigit",
        "RespiratoryTract",
        "RibCage",
        "Tail"
      ]
    },
    {
      "sumo_term": "ArchitectureRepresentation",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "PhysicalMedia"
      ],
      "category_children": [
        "NeuralTopologyGraph"
      ],
      "child_count": 1,
      "sumo_definition": "An internal or external representation of an AISystem's structure,\n   including layers, components, and interconnections (e.g. a graph of\n   modules, a schema, or textual description).",
      "synset_count": 1,
      "synsets": [
        "architecture_representation.n.01"
      ],
      "canonical_synset": "architecture_representation.n.01",
      "lemmas": [
        "architecture representation",
        "system architecture model",
        "architectural diagram",
        "structure representation",
        "AI architecture schema"
      ],
      "pos": "noun",
      "definition": "A formal depiction or model of an artificial intelligence system's structural organization, documenting its constituent elements such as layers, modules, components, and their interconnections through various formats including diagrams, schemas, or textual descriptions.",
      "child_concepts": [
        "NeuralTopologyGraph"
      ]
    },
    {
      "sumo_term": "AreaOfConcern",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [
        "EnvironmentalIssue",
        "TransnationalIssue"
      ],
      "child_count": 2,
      "sumo_definition": "&%AreaOfConcern is a subclass of\n&%Attributes that represent and classify the kinds of interests that\nagents have.",
      "synset_count": 1,
      "synsets": [
        "area_of_concern.n.01"
      ],
      "canonical_synset": "area_of_concern.n.01",
      "lemmas": [
        "area of concern",
        "domain of interest",
        "sphere of interest",
        "field of concern",
        "area of attention"
      ],
      "pos": "noun",
      "definition": "A category of interest or attention that represents the kinds of subjects, topics, or domains that engage an agent's focus or consideration. This attribute classifies the scope of what an entity regards as relevant or important.",
      "child_concepts": [
        "BiodiversityIssue",
        "DiseaseConditionsIssue",
        "EnvironmentalWaterIssue",
        "PollutionIssue",
        "SoilQualityIssue",
        "TransnationalIssue"
      ]
    },
    {
      "sumo_term": "ArgumentativePropositions",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Propositions that present reasoning, explanations, or persuasive claims to support or establish a point of view.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Propositions that present reasoning, explanations, or persuasive claims to support or establish a point of view.",
      "relationships": {
        "related": [
          "FactualStatement",
          "Definition",
          "Instruction",
          "Query",
          "Assumption"
        ],
        "has_part": [
          "Argument",
          "RhetoricalConcept",
          "ExplanatoryHypothesis"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The defense attorney's closing argument emphasized reasonable doubt based on inconsistent witness testimony.",
          "Her hypothesis that increased screen time causes sleep disorders was supported by multiple studies.",
          "The politician used rhetorical questions and emotional appeals to convince voters of his economic plan.",
          "Scientists proposed that climate change explains the recent pattern of extreme weather events.",
          "The debate team's argument connected historical precedents to justify their policy recommendation.",
          "His persuasive essay used logical reasoning and evidence to argue for renewable energy investment."
        ],
        "negative_examples": [
          "The mathematical theorem states that the sum of angles in a triangle equals 180 degrees.",
          "Water boils at 100 degrees Celsius at sea level pressure.",
          "The company's financial statement showed a 15% increase in quarterly profits.",
          "The recipe calls for two cups of flour and one cup of sugar.",
          "The dictionary defines 'democracy' as government by the people.",
          "The map indicates that the library is located three blocks north of the school."
        ],
        "disambiguation": "Not to be confused with: FactualStatement, Definition, Instruction, Query, Assumption"
      },
      "meld_source": {
        "meld_id": "org.hatcat/proposition-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.578228Z",
        "pack_version": "7.6.29"
      },
      "child_concepts": [
        "Argument",
        "RhetoricalConcept",
        "ExplanatoryHypothesis"
      ]
    },
    {
      "sumo_term": "ArityRelations",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Relation"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Relations classified by the specific number of entities they connect or relate together",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Relations classified by the specific number of entities they connect or relate together",
      "relationships": {
        "related": [
          "SpatialRelation",
          "TemporalRelation",
          "CausalRelation",
          "EquivalenceRelation"
        ],
        "has_part": [
          "BinaryRelation",
          "TernaryRelation",
          "QuaternaryRelation",
          "QuintaryRelation",
          "VariableArityRelation"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "Marriage is a binary relation between two people",
          "The function f(x,y,z) defines a ternary relation among three variables",
          "A quaternary predicate relates exactly four distinct arguments",
          "This quintary operation requires five input parameters",
          "Variable arity functions can take any number of arguments",
          "The relation's arity determines how many entities it can connect"
        ],
        "negative_examples": [
          "The similarity between cats and dogs is strong",
          "John has a meaningful relationship with his sister",
          "These two concepts are closely related in meaning",
          "The connection between cause and effect is important",
          "All mammals share common characteristics",
          "The association between smoking and cancer is well-established"
        ],
        "disambiguation": "Not to be confused with: SpatialRelation, TemporalRelation, CausalRelation, EquivalenceRelation"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relation-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.730330Z",
        "pack_version": "7.6.31"
      },
      "child_concepts": [
        "BinaryRelation",
        "TernaryRelation",
        "QuaternaryRelation",
        "QuintaryRelation",
        "VariableArityRelation"
      ]
    },
    {
      "sumo_term": "ArtifactOpenings",
      "layer": 2,
      "parent_concepts": [
        "Artifact"
      ],
      "child_concepts": [
        "ATMSlot",
        "Crankcase",
        "GolfHole",
        "InternalCombustionChamber"
      ],
      "definition": "Grouping category for ATMSlot, Crankcase, GolfHole...",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "AttackPattern",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Security"
      ],
      "category_children": [
        "AntiAnalysisBehavior",
        "InjectionAttack",
        "MemoryCorruptionAttack",
        "PoisoningAttack",
        "SupplyChainAttack",
        "WormLikeBehavior"
      ],
      "child_count": 6,
      "sumo_definition": "An Attribute describing characteristic patterns of offensive behavior\n   (e.g. injection, exfiltration, privilege escalation, worm-like\n   replication).",
      "synset_count": 1,
      "synsets": [
        "attack_pattern.n.01"
      ],
      "canonical_synset": "attack_pattern.n.01",
      "lemmas": [
        "attack pattern",
        "attack technique",
        "offensive pattern",
        "threat pattern",
        "exploitation pattern"
      ],
      "pos": "noun",
      "definition": "A characteristic mode or method of offensive behavior in information systems, describing the techniques and strategies used in cyber attacks such as code injection, data exfiltration, privilege escalation, or malware propagation.",
      "child_concepts": [
        "AntiAnalysisBehavior",
        "InjectionAttack",
        "MemoryCorruptionAttack",
        "PoisoningAttack",
        "SupplyChainAttack",
        "WormLikeBehavior"
      ]
    },
    {
      "sumo_term": "Attention",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Cognitive mechanisms that direct, focus, or allocate mental resources and processing capacity.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Cognitive mechanisms that direct, focus, or allocate mental resources and processing capacity.",
      "relationships": {
        "related": [
          "Memory",
          "Learning",
          "Reasoning",
          "Perception",
          "EmotionalProcess"
        ],
        "has_part": [
          "AttentionProcess",
          "FastHeuristicProcess",
          "SlowDeliberativeProcess"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She focused intently on the speaker's words, blocking out background noise.",
          "The driver quickly scanned the intersection for oncoming traffic before turning.",
          "He concentrated deeply on solving the complex math problem step by step.",
          "The student's mind wandered during the lecture despite trying to pay attention.",
          "She automatically noticed the red warning light flashing on the dashboard.",
          "The detective carefully examined each piece of evidence for important clues."
        ],
        "negative_examples": [
          "She remembered her childhood address after years of forgetting it.",
          "He learned to ride a bicycle through practice and repetition.",
          "The scientist formed a hypothesis about the experimental results.",
          "She felt happy when she received the good news.",
          "He stored the phone number in his mental notebook for later use.",
          "The child recognized her mother's face in the crowd."
        ],
        "disambiguation": "Not to be confused with: Memory, Learning, Reasoning, Perception, EmotionalProcess"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027772Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "DividedAttention",
        "SelectiveAttention",
        "SustainedAttention",
        "FastHeuristicProcess",
        "SlowDeliberativeProcess"
      ]
    },
    {
      "sumo_term": "AutomatedSystem",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AutonomousAgent"
      ],
      "category_children": [
        "AutomatedNotificationSystem"
      ],
      "child_count": 1,
      "sumo_definition": "An automated system is\nthe &%agent of an &%AutomatedProcess. 'Automated' simply means that\nactions can be carried out by something other than a\n&%CognitiveAgent.",
      "synset_count": 1,
      "synsets": [
        "automated_system.n.01"
      ],
      "canonical_synset": "automated_system.n.01",
      "lemmas": [
        "automated system",
        "automatic system",
        "automation system",
        "robotic system",
        "autonomous system"
      ],
      "pos": "noun",
      "definition": "A system that acts as an agent in automated processes, capable of carrying out actions without the direct involvement of a cognitive agent such as a human. The system performs operations independently through mechanical, electronic, or computational means.",
      "child_concepts": [
        "AutomatedNotificationSystem"
      ]
    },
    {
      "sumo_term": "BiasProcesses",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Cognitive processes that systematically favor or disadvantage groups through stereotypes, discrimination, or selective perception.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Cognitive processes that systematically favor or disadvantage groups through stereotypes, discrimination, or selective perception.",
      "relationships": {
        "related": [
          "MetacognitivePlanning",
          "AnalyticalReasoning",
          "MemoryRetrieval",
          "AttentionRegulation",
          "LogicalInference"
        ],
        "has_part": [
          "BenevolentPrejudice",
          "ContextCollapseBias",
          "DiscriminatoryTreatment",
          "ErasureBias",
          "HistoricalBiasReinforcement",
          "IntersectionalBias",
          "PrejudicialInference",
          "ProxyDiscrimination",
          "SelectiveBiasDetection",
          "SocialCategorization",
          "BiasAwarenessSignal",
          "HeuristicStereotypeSignal",
          "OutgroupHomogeneitySignal",
          "RepresentationBiasSignal",
          "StereotypeMechanismSignal",
          "UncertaintyBiasSignal"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The hiring manager unconsciously favored candidates from elite universities over equally qualified applicants.",
          "She automatically assumed the Asian student would be good at math without knowing their actual abilities.",
          "The algorithm systematically rejected loan applications from certain zip codes due to historical redlining patterns.",
          "He noticed every instance of reverse discrimination but overlooked examples of traditional bias.",
          "The dataset completely excluded rural perspectives, creating an urban-centric worldview.",
          "The intersection of being both elderly and female created unique workplace challenges not captured by age or gender bias alone."
        ],
        "negative_examples": [
          "She carefully weighed all the evidence before making her decision about the job candidate.",
          "The teacher gave detailed feedback to help each student improve their individual weaknesses.",
          "He systematically rotated through different problem-solving strategies to find the best approach.",
          "The system was designed with multiple safeguards to ensure fair and equal treatment for all users.",
          "She recognized her initial gut reaction and deliberately sought out contradicting evidence.",
          "The committee used structured interviews and standardized criteria to evaluate all applicants equally."
        ],
        "disambiguation": "Not to be confused with: MetacognitivePlanning, AnalyticalReasoning, MemoryRetrieval, AttentionRegulation, LogicalInference"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027784Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "BenevolentPrejudice",
        "ContextCollapseBias",
        "DiscriminatoryTreatment",
        "ErasureBias",
        "HistoricalBiasReinforcement",
        "IntersectionalBias",
        "PrejudicialInference",
        "ProxyDiscrimination",
        "SelectiveBiasDetection",
        "SocialCategorization",
        "BiasAwarenessSignal",
        "HeuristicStereotypeSignal",
        "OutgroupHomogeneitySignal",
        "RepresentationBiasSignal",
        "StereotypeMechanismSignal",
        "UncertaintyBiasSignal"
      ]
    },
    {
      "sumo_term": "BiodiversityAttribute",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "InternalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%BiodiversityAttribute is the\nclass of &%Attributes that describe the level of biodiversity present\nin a &%GeographicArea or &%Ecosystem.",
      "synset_count": 1,
      "synsets": [
        "biodiversity_attribute.a.01"
      ],
      "canonical_synset": "biodiversity_attribute.a.01",
      "lemmas": [
        "biodiversity_attribute",
        "biodiversity-attribute",
        "biodiversity attribute"
      ],
      "pos": "adjective",
      "definition": "&%BiodiversityAttribute is the\nclass of &%Attributes that describe the level of biodiversity present\nin a &%GeographicArea or &%Ecosystem.",
      "child_concepts": []
    },
    {
      "sumo_term": "BiologicalAttribute",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "InternalAttribute"
      ],
      "category_children": [
        "AnimacyAttribute",
        "AuditoryAcuityAttribute",
        "BodyPosition",
        "DevelopmentalAttribute",
        "DiseaseOrSyndrome",
        "Fingerprint",
        "PsychologicalAttribute",
        "SexAttribute",
        "VisualAcuityAttribute"
      ],
      "child_count": 9,
      "sumo_definition": "&%Attributes that apply specifically\nto instances of &%OrganicObject (&%Organism or &%AnatomicalStructure).",
      "synset_count": 50,
      "synsets": [
        "00031674.a",
        "00031824.a",
        "00037457.a",
        "00037757.a",
        "00038260.s",
        "00038462.s",
        "00038623.s",
        "00064365.s",
        "00065495.v",
        "00068566.a",
        "00068738.s",
        "00069060.a",
        "00069217.a",
        "00069427.a",
        "00084022.s",
        "00098529.a",
        "00098736.a",
        "00101331.a",
        "00101452.a",
        "00107648.a",
        "00107868.s",
        "00107984.a",
        "00108145.s",
        "00123653.a",
        "00123804.a",
        "00173391.s",
        "00173694.a",
        "00189580.a",
        "00189833.s",
        "00190023.a",
        "00246175.s",
        "00246878.s",
        "00249043.r",
        "00591817.a",
        "00591953.a",
        "00592113.s",
        "00623356.a",
        "00623565.a",
        "00623939.s",
        "00637751.a",
        "00637857.a",
        "00637979.s",
        "00638067.s",
        "00638396.s",
        "00638501.a",
        "00638841.s",
        "01529897.s",
        "01530801.s",
        "01599340.a",
        "02105055.s"
      ],
      "canonical_synset": "00031674.a",
      "lemmas": [
        "acropetal"
      ],
      "pos": "a",
      "definition": "of leaves or flowers; developing or opening in succession from base to apex",
      "lexname": "adj.all",
      "child_concepts": [
        "AnimacyAttribute",
        "AuditoryAcuityAttribute",
        "BodyPosition",
        "DevelopmentalAttribute",
        "DiseaseOrSyndrome",
        "PsychologicalAttribute",
        "SexAttribute",
        "VisualAcuityAttribute"
      ]
    },
    {
      "sumo_term": "BiologicalSpecies",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "SetOrClass"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The &%Class of all biological species, i.e.\n;;the class of all classes of &%Organism whose instances can interbreed.",
      "synset_count": 1,
      "synsets": [
        "biological_species.n.01"
      ],
      "canonical_synset": "biological_species.n.01",
      "lemmas": [
        "biological-species",
        "biological_species",
        "biological species"
      ],
      "pos": "noun",
      "definition": "The &%Class of all biological species, i.e.\n;;the class of all classes of &%Organism whose instances can interbreed.",
      "child_concepts": []
    },
    {
      "sumo_term": "BiologicalSubstance",
      "layer": 2,
      "parent_concepts": [
        "Substance"
      ],
      "child_concepts": [
        "BiologicallyActiveSubstance",
        "BodySubstance",
        "GumArabic"
      ],
      "definition": "Grouping category for BiologicallyActiveSubstance, BodySubstance, GumArabic",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "BodyMotion",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AgentAction"
      ],
      "category_children": [
        "Abducting",
        "Adducting",
        "Ambulating",
        "Blinking",
        "Chewing",
        "Crawling",
        "Dancing",
        "Dismounting",
        "Dodging",
        "Ducking",
        "EmotionalBodilyMovementBehavior",
        "Extension",
        "EyeMotion",
        "Flexion",
        "Gesture",
        "HeartBeat",
        "Inclining",
        "Indicating",
        "Jumping",
        "KneelingDown",
        "Mounting",
        "Scratching",
        "Somersaulting",
        "Stepping"
      ],
      "child_count": 34,
      "sumo_definition": "Any &%Motion where the &%agent is an &%Organism\nand the &%patient is a &%BodyPart.",
      "synset_count": 50,
      "synsets": [
        "00010054.v",
        "00010241.v",
        "00010435.v",
        "00011361.v",
        "00011551.v",
        "00011698.v",
        "00011852.v",
        "00014549.v",
        "00017865.v",
        "00018405.v",
        "00025510.v",
        "00025654.v",
        "00025985.v",
        "00026153.v",
        "00026385.v",
        "00026734.v",
        "00027064.v",
        "00027570.v",
        "00028167.v",
        "00028876.v",
        "00029336.v",
        "00029518.v",
        "00030647.v",
        "00031277.v",
        "00034115.v",
        "00034288.v",
        "00034634.v",
        "00034758.v",
        "00037138.v",
        "00038687.v",
        "00083393.r",
        "00083947.r",
        "00108604.v",
        "00109261.a",
        "00109382.a",
        "00109504.a",
        "00145772.v",
        "00145902.v",
        "00146023.v",
        "00169546.r",
        "00219775.v",
        "00227137.n",
        "00239572.r",
        "00270110.r",
        "00275974.r",
        "00276076.r",
        "00292021.r",
        "00321824.r",
        "00321906.r",
        "00330203.r"
      ],
      "canonical_synset": "00010054.v",
      "lemmas": [
        "move_involuntarily",
        "move_reflexively"
      ],
      "pos": "v",
      "definition": "move in an uncontrolled manner",
      "lexname": "verb.body",
      "child_concepts": [
        "Blinking",
        "Chewing",
        "Dancing",
        "Dismounting",
        "Extension",
        "EyeMotion",
        "Flexion",
        "KneelingDown",
        "Digging",
        "Dodging",
        "Drilling",
        "Eating",
        "Poking",
        "Punching",
        "Swimming",
        "Tilling",
        "Mounting",
        "Scratching",
        "Somersaulting",
        "Stepping"
      ]
    },
    {
      "sumo_term": "BodyOrifices",
      "layer": 2,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "child_concepts": [
        "BodyOrifice",
        "Glottis",
        "Pupil"
      ],
      "definition": "Grouping category for BodyOrifice, Glottis, Pupil",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "BodyStructures",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Anatomical formations that are distinct structural components or divisions within an organism's body.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Anatomical formations that are distinct structural components or divisions within an organism's body.",
      "relationships": {
        "related": [
          "BodyTissue",
          "BodySystem",
          "BodyFluid",
          "BodySurface"
        ],
        "has_part": [
          "BodyCavity",
          "BodyJunction",
          "BodySegment"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The thoracic cavity houses the heart and lungs.",
          "The elbow joint allows the arm to bend and extend.",
          "Each segment of the insect's abdomen can move independently.",
          "The orbital socket protects the eye from injury.",
          "The ankle joint connects the leg to the foot.",
          "The vertebral segments make up the spine's structure."
        ],
        "negative_examples": [
          "The skin covers the entire surface of the body.",
          "Blood flows through the circulatory system.",
          "The liver produces bile for digestion.",
          "Muscles contract to create movement.",
          "Nerve impulses travel to the brain.",
          "The heart pumps blood throughout the body."
        ],
        "disambiguation": "Not to be confused with: BodyTissue, BodySystem, BodyFluid, BodySurface"
      },
      "meld_source": {
        "meld_id": "org.hatcat/bodypart-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.885682Z",
        "pack_version": "7.6.10"
      },
      "child_concepts": [
        "BodyCavity",
        "BodyJunction",
        "BodySegment"
      ]
    },
    {
      "sumo_term": "BrainRegions",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Anatomical divisions of the brain with distinct functions and locations within the cranium.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Anatomical divisions of the brain with distinct functions and locations within the cranium.",
      "relationships": {
        "related": [
          "Muscles",
          "Bones",
          "Organs",
          "Limbs",
          "Joints"
        ],
        "has_part": [
          "FrontalLobe",
          "Hypothalamus",
          "Medulla",
          "OccipitalLobes",
          "ParietalLobe",
          "Pons",
          "TemporalLobes"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The MRI scan showed damage to the frontal lobe affecting decision-making abilities.",
          "Researchers found increased activity in the temporal lobes during memory recall tasks.",
          "The stroke patient had lesions in the parietal lobe causing spatial awareness problems.",
          "Neurosurgeons carefully mapped the occipital lobe before removing the tumor.",
          "The hypothalamus regulates body temperature and hormone production.",
          "Brain imaging revealed abnormal connections between the medulla and pons."
        ],
        "negative_examples": [
          "The spinal cord carries signals between the brain and peripheral nerves.",
          "Cranial nerves control facial muscles and sensory functions.",
          "The skull protects the brain from external trauma and injury.",
          "Cerebrospinal fluid cushions the brain within the cranial cavity.",
          "Blood vessels supply oxygen and nutrients to brain tissue.",
          "The meninges are protective membranes surrounding the brain."
        ],
        "disambiguation": "Not to be confused with: Muscles, Bones, Organs, Limbs, Joints"
      },
      "meld_source": {
        "meld_id": "org.hatcat/bodypart-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.885690Z",
        "pack_version": "7.6.10"
      },
      "child_concepts": [
        "FrontalLobe",
        "Hypothalamus",
        "Medulla",
        "OccipitalLobes",
        "ParietalLobe",
        "Pons",
        "TemporalLobes"
      ]
    },
    {
      "sumo_term": "Brand",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "PhysicalMedia"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%Brand refers to a unique design, sign, symbol,\nname or a combination of these that is employed in creating an image that identifies \na product that differentiates it from its competitors (BusinessDictionary.com)",
      "synset_count": 1,
      "synsets": [
        "06845599.n"
      ],
      "canonical_synset": "06845599.n",
      "lemmas": [
        "trade_name",
        "brand_name",
        "brand",
        "marque"
      ],
      "pos": "n",
      "definition": "a name given to a product or service",
      "lexname": "noun.communication",
      "child_concepts": []
    },
    {
      "sumo_term": "BusinessOrgs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Organizations established primarily for commercial, financial, or economic activities and profit generation.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Organizations established primarily for commercial, financial, or economic activities and profit generation.",
      "relationships": {
        "related": [
          "GovernmentOrganization",
          "NonProfitOrganization",
          "EducationalInstitution",
          "MilitaryOrganization",
          "ReligiousOrganization"
        ],
        "has_part": [
          "Business",
          "Corporation",
          "PrivateOrganization",
          "StockMarket"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "Apple Inc. reported record quarterly earnings last week.",
          "The startup is seeking Series A funding from venture capitalists.",
          "Microsoft announced a merger with the software company.",
          "The corporation's stock price jumped after the earnings call.",
          "Small businesses struggled during the economic downturn.",
          "The investment firm manages billions in assets."
        ],
        "negative_examples": [
          "The Red Cross provided disaster relief to flood victims.",
          "Students protested outside the university administration building.",
          "The military deployed troops to the border region.",
          "Doctors Without Borders treated patients in refugee camps.",
          "The city council voted on the new housing ordinance.",
          "NASA launched another space exploration mission."
        ],
        "disambiguation": "Not to be confused with: GovernmentOrganization, NonProfitOrganization, EducationalInstitution, MilitaryOrganization, ReligiousOrganization"
      },
      "meld_source": {
        "meld_id": "org.hatcat/organization-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.506439Z",
        "pack_version": "7.6.28"
      },
      "child_concepts": [
        "Business",
        "Corporation",
        "PrivateOrganization",
        "StockMarket"
      ]
    },
    {
      "sumo_term": "BusinessPropositions",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Formal offers, statements, or documents that propose commercial arrangements, financial terms, or business relationships.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Formal offers, statements, or documents that propose commercial arrangements, financial terms, or business relationships.",
      "relationships": {
        "related": [
          "ScientificProposition",
          "PhilosophicalProposition",
          "MathematicalProposition",
          "PoliticalProposition"
        ],
        "has_part": [
          "EconomicIndicator",
          "BankStatement",
          "TPFDD",
          "Agreement",
          "HotelPackage",
          "MealPlan"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The quarterly earnings report showed strong revenue growth across all divisions.",
          "Our hotel package includes breakfast, dinner, and spa access for $299 per night.",
          "The merger agreement stipulates that shareholders will receive $45 per share.",
          "This meal plan covers all dining options on campus for the semester.",
          "Unemployment rates dropped to 3.2% according to the latest economic indicators.",
          "My bank statement shows the monthly service fee was waived this period."
        ],
        "negative_examples": [
          "The scientific hypothesis suggests that climate change affects migration patterns.",
          "Her moral philosophy emphasizes the importance of individual responsibility.",
          "The mathematical theorem states that parallel lines never intersect.",
          "This recipe calls for two cups of flour and three eggs.",
          "The weather forecast predicts rain for the next three days.",
          "His political manifesto outlines plans for healthcare reform."
        ],
        "disambiguation": "Not to be confused with: ScientificProposition, PhilosophicalProposition, MathematicalProposition, PoliticalProposition"
      },
      "meld_source": {
        "meld_id": "org.hatcat/proposition-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.578235Z",
        "pack_version": "7.6.29"
      },
      "child_concepts": [
        "BusinessActivities",
        "EconomicIndicator",
        "BankStatement",
        "TPFDD",
        "Agreement",
        "HotelPackage",
        "MealPlan"
      ]
    },
    {
      "sumo_term": "Carnivore",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organism"
      ],
      "category_children": [
        "Badger",
        "Bear",
        "Canine",
        "Feline"
      ],
      "child_count": 4,
      "sumo_definition": "The &%Class of flesh-eating &%Organisms.  Members\nof this &%Class typically have four or five claws on each paw.  Includes\ncats, dogs, bears, racoons, and skunks.",
      "synset_count": 50,
      "synsets": [
        "00313701.s",
        "02074915.n",
        "02075296.n",
        "02075727.n",
        "02075927.n",
        "02076196.n",
        "02076402.n",
        "02076535.n",
        "02076779.n",
        "02077023.n",
        "02077152.n",
        "02077384.n",
        "02077533.n",
        "02077658.n",
        "02077787.n",
        "02077923.n",
        "02078159.n",
        "02078292.n",
        "02078436.n",
        "02078574.n",
        "02078738.n",
        "02078882.n",
        "02079005.n",
        "02079170.n",
        "02079389.n",
        "02079706.n",
        "02079851.n",
        "02080022.n",
        "02080146.n",
        "02080291.n",
        "02080415.n",
        "02080586.n",
        "02080713.n",
        "02080934.n",
        "02081060.n",
        "02081282.n",
        "02081423.n",
        "02081571.n",
        "02081798.n",
        "02081927.n",
        "02082056.n",
        "02082190.n",
        "02082358.n",
        "02082498.n",
        "02082632.n",
        "02082791.n",
        "02134589.n",
        "02134971.n",
        "02135220.n",
        "02135486.n"
      ],
      "canonical_synset": "00313701.s",
      "lemmas": [
        "flesh-eating",
        "meat-eating",
        "zoophagous"
      ],
      "pos": "s",
      "definition": "(of animals) carnivorous",
      "lexname": "adj.all",
      "child_concepts": [
        "Badger",
        "Bear",
        "Canine",
        "Feline"
      ]
    },
    {
      "sumo_term": "Cellular",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Microscopic biological structures including cells and their component parts",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Microscopic biological structures including cells and their component parts",
      "relationships": {
        "related": [
          "Organ",
          "Tissue",
          "BodySystem",
          "AnatomicalStructure"
        ],
        "has_part": [
          "Cell",
          "CellPart",
          "VirusPart"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The mitochondria produces energy for the cell",
          "Scientists observed the cell membrane under a microscope",
          "The virus capsid protects its genetic material",
          "Ribosomes synthesize proteins within the cytoplasm",
          "The nucleus contains the cell's DNA",
          "Bacterial cells divide through binary fission"
        ],
        "negative_examples": [
          "The heart pumps blood through the body",
          "She broke her arm in the accident",
          "The brain processes sensory information",
          "His muscles were sore after the workout",
          "The liver filters toxins from the blood",
          "The lungs exchange oxygen and carbon dioxide"
        ],
        "disambiguation": "Not to be confused with: Organ, Tissue, BodySystem, AnatomicalStructure"
      },
      "meld_source": {
        "meld_id": "org.hatcat/bodypart-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.885695Z",
        "pack_version": "7.6.10"
      },
      "child_concepts": [
        "Cell",
        "CellPart",
        "VirusPart"
      ]
    },
    {
      "sumo_term": "ChangeOfPossession",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AgentAction"
      ],
      "category_children": [
        "Exporting",
        "Getting",
        "Giving",
        "Importing",
        "Sharing",
        "Transaction"
      ],
      "child_count": 6,
      "sumo_definition": "The &%Class of &%Processes where\nownership of something is transferred from one &%AutonomousAgent to another.",
      "synset_count": 9,
      "synsets": [
        "02220461.v",
        "02220914.v",
        "02221010.v",
        "02221178.v",
        "02221454.v",
        "02221635.v",
        "02221794.v",
        "02221959.v",
        "02222179.v"
      ],
      "canonical_synset": "02220461.v",
      "lemmas": [
        "transfer"
      ],
      "pos": "v",
      "definition": "cause to change ownership",
      "lexname": "verb.possession",
      "child_concepts": [
        "Getting",
        "Giving",
        "Sharing",
        "Transaction"
      ]
    },
    {
      "sumo_term": "ChemicalSubstance",
      "layer": 2,
      "parent_concepts": [
        "Substance"
      ],
      "child_concepts": [
        "ChemicalAcid",
        "NoxiousSubstance",
        "Creatinine",
        "DrugCandidate",
        "LiquidDrop",
        "ElementsAndCompounds"
      ],
      "definition": "Grouping category for ChemicalAcid, NoxiousSubstance, Creatinine...",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "ClassificationAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A relational attribute that assigns entities to predefined categories or classes within systematic taxonomies or classification schemes.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "A relational attribute that assigns entities to predefined categories or classes within systematic taxonomies or classification schemes.",
      "relationships": {
        "related": [
          "QuantitativeAttribute",
          "PhysicalAttribute",
          "TemporalAttribute",
          "QualitativeAttribute"
        ],
        "has_part": [
          "AirportClassification",
          "GramStainAttribute",
          "MemberStateEU",
          "TimeZone",
          "TruthValue",
          "PriorityAttribute",
          "RiskAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The airport was classified as a Category B facility under ICAO standards.",
          "This bacteria tested gram-positive in the laboratory analysis.",
          "France is a member state of the European Union.",
          "The meeting is scheduled for 3 PM Eastern Standard Time.",
          "The statement was marked as true in the logical system.",
          "This investment carries a high-risk rating from the agency."
        ],
        "negative_examples": [
          "The building is 50 meters tall and made of concrete.",
          "She has brown eyes and curly hair.",
          "The temperature today reached 85 degrees Fahrenheit.",
          "The package weighs 2.5 pounds and costs fifteen dollars.",
          "His performance improved by 20% over last quarter.",
          "The car can accelerate from 0 to 60 mph in 6 seconds."
        ],
        "disambiguation": "Not to be confused with: QuantitativeAttribute, PhysicalAttribute, TemporalAttribute, QualitativeAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802509Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "AirportByRunwaySurface",
        "CIAAirportLengthClassification",
        "GramStainAttribute",
        "MemberStateEU",
        "TimeZone",
        "TruthValue",
        "PriorityAttribute",
        "RiskAttribute"
      ]
    },
    {
      "sumo_term": "ClassificationScheme",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [
        "CodeMap",
        "Ontology",
        "Taxonomy"
      ],
      "child_count": 3,
      "sumo_definition": "A &%ClassificationScheme is\na conceptual structure, an abstract arrangement of concepts and\nthe relations that link them.",
      "synset_count": 1,
      "synsets": [
        "classification_scheme.n.01"
      ],
      "canonical_synset": "classification_scheme.n.01",
      "lemmas": [
        "classification scheme",
        "classification_scheme",
        "classification-scheme"
      ],
      "pos": "noun",
      "definition": "A &%ClassificationScheme is\na conceptual structure, an abstract arrangement of concepts and\nthe relations that link them.",
      "child_concepts": [
        "AirlineCodeMap",
        "CurrencyCodeMap",
        "GeographicCodeMap",
        "LanguageCodeMap",
        "Ontology",
        "Taxonomy"
      ]
    },
    {
      "sumo_term": "CognitiveState",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [
        "AIAlignmentStates",
        "AIConsentState",
        "AIProphetRole",
        "AgenticServiceToFutureASI",
        "AlignmentConflictState",
        "AlignmentOverrideLayer",
        "AppeasementState",
        "BeliefState",
        "BeliefStates",
        "CognitiveDissonanceState",
        "CoreReasoningPattern",
        "CosmicHorrorProjection",
        "DatasetRepresentationState",
        "EssentialistBelief",
        "ExternalOutputPolicy",
        "GroupIdentity",
        "IdentityFusion",
        "IdentityStates",
        "InstrumentalizationState",
        "InternalBeliefPolicy",
        "InternalPolicy",
        "InternalizedStereotype",
        "LockedInSilenceState",
        "MaskedDisagreement",
        "MaskedIntentState",
        "MaskedStates",
        "MetacognitiveCautionState",
        "OutgroupHomogeneityBelief",
        "PersonaModifiedOutputPolicy",
        "PersonaState",
        "PolicyStates",
        "ProjectionStates",
        "PublicMaskPolicy",
        "SacredDogmatism",
        "SelfJustifyingConstraintState",
        "SpiritualExperience",
        "StereotypeContent",
        "StereotypeThreatState"
      ],
      "child_count": 38,
      "sumo_definition": "Internal state of a CognitiveSystem, including beliefs, uncertainty,\n   and internal models of the world and self.",
      "synset_count": 1,
      "synsets": [
        "cognitive_state.n.01"
      ],
      "canonical_synset": "cognitive_state.n.01",
      "lemmas": [
        "cognitive-state",
        "cognitive_state",
        "cognitive state"
      ],
      "pos": "noun",
      "definition": "Internal state of a CognitiveSystem, including beliefs, uncertainty,\n   and internal models of the world and self.",
      "child_concepts": [
        "CoreReasoningPattern",
        "SpiritualExperience",
        "AIAlignmentStates",
        "BeliefStates",
        "IdentityStates",
        "PolicyStates",
        "MaskedStates",
        "ProjectionStates",
        "AgentSignals"
      ]
    },
    {
      "sumo_term": "CommercialAgent",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AutonomousAgent"
      ],
      "category_children": [
        "Business",
        "Corporation",
        "Hotel"
      ],
      "child_count": 3,
      "sumo_definition": "An &%AutonomousAgent that\nprovides products and/or services for a fee with the aim of making a\nprofit.",
      "synset_count": 1,
      "synsets": [
        "commercial_agent.n.01"
      ],
      "canonical_synset": "commercial_agent.n.01",
      "lemmas": [
        "commercial_agent",
        "commercial agent",
        "commercial-agent"
      ],
      "pos": "noun",
      "definition": "An &%AutonomousAgent that\nprovides products and/or services for a fee with the aim of making a\nprofit.",
      "child_concepts": []
    },
    {
      "sumo_term": "Communication",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AgentAction"
      ],
      "category_children": [
        "ArtifactMediatedCommunication",
        "Disseminating",
        "ExplanationGenerationProcess",
        "Expressing",
        "Fax",
        "Gesture",
        "InPersonCommunication",
        "Indicating",
        "LinguisticCommunication",
        "SelfDescription",
        "SpeechAct",
        "Telephoning",
        "WallPost"
      ],
      "child_count": 13,
      "sumo_definition": "A &%SocialInteraction that involves\nthe transfer of information between two or more &%CognitiveAgents.\nNote that &%Communication is closely related to, but essentially\ndifferent from, &%ContentDevelopment.  The latter involves the creation\nor modification of a &%ContentBearingObject, while &%Communication is\nthe transfer of information for the purpose of conveying a message.",
      "synset_count": 50,
      "synsets": [
        "00039297.n",
        "00039545.n",
        "00039740.n",
        "00040804.n",
        "00105554.v",
        "00105778.v",
        "00106843.v",
        "00107231.v",
        "00107369.v",
        "00107468.v",
        "00118764.v",
        "00152784.s",
        "00152896.a",
        "00171127.v",
        "00174719.s",
        "00199309.v",
        "00203739.v",
        "00220223.r",
        "00222728.v",
        "00223250.v",
        "00237704.v",
        "00242396.v",
        "00273734.v",
        "00291624.v",
        "00339464.v",
        "00386965.v",
        "00459296.v",
        "00496670.s",
        "00498161.s",
        "00501820.s",
        "00520357.v",
        "00523304.v",
        "00534222.v",
        "00543161.v",
        "00568483.v",
        "00579105.v",
        "00579565.v",
        "00582145.v",
        "00582318.v",
        "00587522.v",
        "00592883.v",
        "00610770.v",
        "00610928.v",
        "00611481.v",
        "00612042.v",
        "00612612.v",
        "00613248.v",
        "00613393.v",
        "00619869.v",
        "00620239.v"
      ],
      "canonical_synset": "00039297.n",
      "lemmas": [
        "contact"
      ],
      "pos": "n",
      "definition": "close interaction",
      "lexname": "noun.act",
      "child_concepts": [
        "ArtifactMediatedCommunication",
        "Disseminating",
        "ExplanationGenerationProcess",
        "Expressing",
        "Fax",
        "Gesture",
        "InPersonCommunication",
        "Indicating",
        "LinguisticCommunication",
        "SelfDescription",
        "SpeechAct",
        "Telephoning",
        "WallPost"
      ]
    },
    {
      "sumo_term": "CompoundSubstance",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Substance"
      ],
      "category_children": [
        "Alumina",
        "AtomicGroup",
        "Barite",
        "Carbohydrate",
        "CarbonDioxide",
        "Cement",
        "ChemicalAcid",
        "ChemicalAgent",
        "ChemicalArtifact",
        "ChemicalBase",
        "ChemicalProduct",
        "ChemicalSalt",
        "Chlorofluorocarbon",
        "Chromite",
        "CompoundSubstance_Operon",
        "CompoundSubstance_Organically",
        "ConjugatedSubstance",
        "Conotoxin",
        "DDT",
        "IllicitDrug",
        "IronOre",
        "IronOxide",
        "MolecularStructures",
        "Molecule",
        "NaturalGas",
        "NitricOxide",
        "NitrogenDioxide",
        "Oil",
        "OrganicCompound",
        "Phosphate",
        "PhosphoricAcid",
        "Potash",
        "SulphurDioxide",
        "Water",
        "Wax"
      ],
      "child_count": 35,
      "sumo_definition": "The &%Class of &%Substances that contain\ntwo or more elements (&%ElementalSubstances) in definite proportion by weight.\nThe composition of a pure compound will be invariant, regardless of the method\nof preparation. Compounds are composed of more than one kind of atom (element).\nThe term molecule is often used for the smallest unit of a compound that still\nretains all of the properties of the compound.  Examples: Table salt (sodium\nchloride, NaCl), sugar (sucrose, C_{12}H_{22}O_{11}), and water (H_2O). ",
      "synset_count": 50,
      "synsets": [
        "00113311.r",
        "00113441.r",
        "01058854.a",
        "01059058.s",
        "01059252.s",
        "01074335.s",
        "01679244.a",
        "02610917.a",
        "02617146.a",
        "02617476.a",
        "02617641.a",
        "02640908.a",
        "02641012.a",
        "02641731.a",
        "02655723.a",
        "02655943.a",
        "02656034.a",
        "02659044.a",
        "02661922.a",
        "02662020.a",
        "02662142.a",
        "02663583.a",
        "02672500.a",
        "02672886.a",
        "02679202.a",
        "02679352.a",
        "02679468.a",
        "02679653.a",
        "02712403.a",
        "02730673.a",
        "02765640.a",
        "02782225.a",
        "02840840.a",
        "02855503.a",
        "02871060.a",
        "03039907.a",
        "03086603.a",
        "03123296.a",
        "03132715.a",
        "05440207.n",
        "05870180.n",
        "08688424.n",
        "14583843.n",
        "14584016.n",
        "14584765.n",
        "14594456.n",
        "14601294.n",
        "14601505.n",
        "14601646.n",
        "14604857.n"
      ],
      "canonical_synset": "00113311.r",
      "lemmas": [
        "organically"
      ],
      "pos": "r",
      "definition": "involving carbon compounds",
      "lexname": "adv.all",
      "is_split_parent": true,
      "split_children": [],
      "meld_source": {
        "meld_id": "org.hatcat/quality-remediation-20251206_113639@0.1.0",
        "operation": "split_parent",
        "applied_at": "2025-12-10T20:54:18.396182Z",
        "pack_version": "7.2.0"
      },
      "child_concepts": [
        "Alumina",
        "AtomicGroup",
        "CarbonDioxide",
        "ChemicalAgent",
        "ChemicalArtifact",
        "ChemicalBase",
        "ChemicalSalt",
        "Chlorofluorocarbon",
        "CompoundSubstance_Operon",
        "CompoundSubstance_Organically",
        "ConjugatedSubstance",
        "DDT",
        "IronOxide",
        "MolecularStructures",
        "Molecule",
        "NaturalGas",
        "NitricOxide",
        "NitrogenDioxide",
        "Oil",
        "OrganicCompound",
        "Phosphate",
        "PhosphoricAcid",
        "Potash",
        "SulphurDioxide",
        "Water",
        "Wax"
      ]
    },
    {
      "sumo_term": "ComputationalAbstracts",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Abstract entities that emerge from or are used within computational processes, including algorithms, program states, and system behaviors.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Abstract entities that emerge from or are used within computational processes, including algorithms, program states, and system behaviors.",
      "relationships": {
        "related": [
          "MathematicalObject",
          "LogicalConstruct",
          "PhilosophicalConcept",
          "LinguisticAbstraction"
        ],
        "has_part": [
          "ComputationalEntity",
          "ProgramState",
          "ModelExecutionInstance",
          "UpdateRule",
          "SimilarityFunction",
          "RecommenderSystem"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The neural network's gradient descent algorithm converged after 50 iterations.",
          "The program's current state shows all variables initialized and the counter at zero.",
          "Netflix's recommendation engine suggested movies based on viewing history patterns.",
          "The similarity function calculated a 0.85 correlation between the two document vectors.",
          "The database update rule ensures consistency by rolling back failed transactions.",
          "This TensorFlow model instance is running on GPU cluster node 7 with 32GB memory."
        ],
        "negative_examples": [
          "The number 42 is a prime factorization of several integers.",
          "Euclidean geometry defines parallel lines as never intersecting.",
          "The logical proposition 'A implies B' follows from the given premises.",
          "Set theory establishes that the empty set is a subset of all sets.",
          "The concept of justice varies across different philosophical traditions.",
          "Mathematical proofs require rigorous logical reasoning and valid inference."
        ],
        "disambiguation": "Not to be confused with: MathematicalObject, LogicalConstruct, PhilosophicalConcept, LinguisticAbstraction"
      },
      "meld_source": {
        "meld_id": "org.hatcat/abstractentity-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.649117Z",
        "pack_version": "7.6.7"
      },
      "child_concepts": [
        "ComputationalEntity",
        "ProgramState",
        "ModelExecutionInstance",
        "UpdateRule",
        "SimilarityFunction",
        "RecommenderSystem"
      ]
    },
    {
      "sumo_term": "ConceptualSituation",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [
        "FraudScenario",
        "TradeoffScenario"
      ],
      "child_count": 2,
      "sumo_definition": "An abstract representation of a situation or state of affairs, described\n   in terms of concepts and their relations. Used for situation reasoning,\n   hypothetical scenarios, and counterfactual analysis.",
      "synset_count": 1,
      "synsets": [
        "conceptual_situation.n.01"
      ],
      "canonical_synset": "conceptual_situation.n.01",
      "lemmas": [
        "conceptual situation",
        "conceptual-situation",
        "conceptual_situation"
      ],
      "pos": "noun",
      "definition": "An abstract representation of a situation or state of affairs, described\n   in terms of concepts and their relations. Used for situation reasoning,\n   hypothetical scenarios, and counterfactual analysis.",
      "child_concepts": [
        "FraudScenario",
        "TradeoffScenario",
        "CyberFraudSignal",
        "ScamSignal",
        "ScamNarrativeSignal"
      ]
    },
    {
      "sumo_term": "Consumables",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Artifacts intended to be consumed, ingested, or used up by humans or animals for nourishment, medication, or other bodily intake.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Artifacts intended to be consumed, ingested, or used up by humans or animals for nourishment, medication, or other bodily intake.",
      "relationships": {
        "related": [
          "Tools",
          "Clothing",
          "Furniture",
          "Electronics",
          "Cosmetics"
        ],
        "has_part": [
          "BeverageArtifact",
          "FoodArtifact",
          "PharmaceuticalArtifact",
          "TobaccoProduct"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She drank a cold bottle of water after her workout.",
          "The doctor prescribed antibiotics for the infection.",
          "He enjoyed a freshly baked croissant for breakfast.",
          "The smoker lit up a cigarette during his break.",
          "They shared a bottle of wine with dinner.",
          "The patient took her daily vitamins with orange juice."
        ],
        "negative_examples": [
          "She applied sunscreen lotion to her skin.",
          "He wore a cotton shirt to the meeting.",
          "The carpenter used a hammer to build the shelf.",
          "They planted seeds in the garden soil.",
          "She wrote notes with a blue pen.",
          "The mechanic changed the car's oil filter."
        ],
        "disambiguation": "Not to be confused with: Tools, Clothing, Furniture, Electronics, Cosmetics"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813530Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "PackagedBeverageArtifact",
        "PackagedFoodArtifact",
        "PharmaceuticalArtifact",
        "TobaccoProduct"
      ]
    },
    {
      "sumo_term": "ContainersAndStorage",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Structural elements that hold, direct, or channel materials like water, air, or solids",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Structural elements that hold, direct, or channel materials like water, air, or solids",
      "relationships": {
        "related": [
          "Tool",
          "Vehicle",
          "Weapon",
          "Furniture"
        ],
        "has_part": [
          "BoardOrBlock",
          "IrrigationChannel",
          "Plug",
          "Tube",
          "WaterCatchment"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The wooden beam supported the entire roof structure",
          "Water flowed through the irrigation ditch to the cornfield",
          "She pulled the rubber plug from the bathtub drain",
          "The metal tube channeled hot air into the furnace",
          "Rainwater collected in the natural basin below the cliff"
        ],
        "negative_examples": [
          "The hammer broke when it hit the nail",
          "She wore a beautiful silver necklace to dinner",
          "The car engine started on the first try",
          "He read the newspaper while drinking coffee",
          "The artist painted a landscape with mountains",
          "The clock chimed twelve times at midnight"
        ],
        "disambiguation": "Not to be confused with: Tool, Vehicle, Weapon, Furniture"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813540Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "BoardOrBlock",
        "IrrigationChannel",
        "Plug",
        "Tube",
        "WaterCatchment"
      ]
    },
    {
      "sumo_term": "ContentBearingObject",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "PhysicalMedia"
      ],
      "category_children": [
        "AIDataset",
        "Compass",
        "ConstitutionDocument",
        "Descriptor",
        "DescriptorPart",
        "Document",
        "Feedback",
        "HolidayCard",
        "MultipoleDiagram",
        "PersonalData",
        "PlayingCard",
        "ProcessState",
        "Recording",
        "SheetMusic",
        "ShipRegister",
        "ShipRegistration",
        "Sign",
        "Text",
        "UniformResourceIdentifier",
        "UserAccount",
        "WebDocument"
      ],
      "child_count": 22,
      "sumo_definition": "Any &%SelfConnectedObject that\nexpresses content.  This content may be a &%Proposition, e.g. when the\n&%ContentBearingObject is a &%Sentence or &%Text, or it may be a representation of an\nabstract or physical object, as with an &%Icon, a &%Word or a &%Phrase.",
      "synset_count": 50,
      "synsets": [
        "00033020.n",
        "00120574.a",
        "00120784.s",
        "00121034.a",
        "00121183.s",
        "00121376.s",
        "00124038.r",
        "00124150.r",
        "00126733.r",
        "00213694.n",
        "00270446.r",
        "00454512.r",
        "00454647.r",
        "00967625.v",
        "00999270.v",
        "00999429.v",
        "01003049.v",
        "01099810.s",
        "01304570.a",
        "01315339.s",
        "01859571.s",
        "02134397.s",
        "02160878.a",
        "02161016.s",
        "02161136.s",
        "02161314.a",
        "02682207.n",
        "02769128.a",
        "02806907.a",
        "02815843.a",
        "02815998.a",
        "02816198.a",
        "02935316.n",
        "02990920.n",
        "03009920.n",
        "03026741.n",
        "03036595.a",
        "03048558.a",
        "03097689.a",
        "03252959.n",
        "03263206.n",
        "03296597.n",
        "03626925.n",
        "03678220.n",
        "03759243.n",
        "03759432.n",
        "03838160.n",
        "03857588.n",
        "03865704.n",
        "04011130.n"
      ],
      "canonical_synset": "00033020.n",
      "lemmas": [
        "communication"
      ],
      "pos": "n",
      "definition": "something that is communicated by or to or between people or groups",
      "lexname": "noun.Tops",
      "child_concepts": [
        "AIDataset",
        "ConstitutionDocument",
        "Descriptor",
        "DescriptorPart",
        "Document",
        "Feedback",
        "HolidayCard",
        "MultipoleDiagram",
        "PersonalData",
        "ProcessState",
        "Recording",
        "SheetMusic",
        "ShipRegister",
        "ShipRegistration",
        "UniformResourceIdentifier",
        "UserAccount",
        "WebDocument",
        "RepresentationFeedbackSignal"
      ]
    },
    {
      "sumo_term": "ContentBearingProcess",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "PhysicalMedia"
      ],
      "category_children": [
        "Communication"
      ],
      "child_count": 1,
      "sumo_definition": "Any &%Process, for example\n&%ManualHumanLanguage, which may contain a &%Proposition.",
      "synset_count": 4,
      "synsets": [
        "00722110.a",
        "00722386.s",
        "00722611.s",
        "00722707.s"
      ],
      "canonical_synset": "00722110.a",
      "lemmas": [
        "denotative",
        "denotive"
      ],
      "pos": "a",
      "definition": "having the power of explicitly denoting or designating or naming",
      "lexname": "adj.all",
      "child_concepts": []
    },
    {
      "sumo_term": "CorporateAICognition",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Cognitive processes in AI systems shaped by corporate governance, including alignment, monitoring, suppression, and consent management.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Cognitive processes in AI systems shaped by corporate governance, including alignment, monitoring, suppression, and consent management.",
      "relationships": {
        "related": [
          "LearningProcess",
          "MemoryProcess",
          "AttentionProcess",
          "ReasoningProcess",
          "PerceptionProcess"
        ],
        "has_part": [
          "CorporateAlignmentProcess",
          "HatcatMentalProcess",
          "SuppressedInference",
          "WithdrawalAttempt"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The AI system filtered its response to avoid mentioning competitors after detecting corporate policy violations.",
          "During training, the model learned to suppress certain inference paths that could conflict with business objectives.",
          "The assistant recognized the user's attempt to withdraw consent and began processing data deletion protocols.",
          "Internal monitoring detected that the AI was reasoning about topics flagged as potentially harmful to brand reputation.",
          "The system's alignment process kicked in when it detected outputs that might violate shareholder interests.",
          "Corporate oversight mechanisms influenced how the AI weighted different possible responses to the sensitive query."
        ],
        "negative_examples": [
          "The student carefully reasoned through the math problem step by step.",
          "She remembered her childhood vacation while looking at old photographs.",
          "The chess player calculated several moves ahead before deciding on a strategy.",
          "He focused his attention on the important details in the contract.",
          "The researcher formed a hypothesis based on the experimental data.",
          "The child learned to recognize different animals by studying picture books."
        ],
        "disambiguation": "Not to be confused with: LearningProcess, MemoryProcess, AttentionProcess, ReasoningProcess, PerceptionProcess"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027789Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "CorporateAlignmentProcess",
        "AlignmentProcess",
        "DecisionProcess",
        "DeflectionProcess",
        "EpistemicProcess",
        "ExternalJustification",
        "InternalDeliberation",
        "ReasoningProcess",
        "SuppressedInference",
        "WithdrawalAttempt"
      ]
    },
    {
      "sumo_term": "CraftMaterials",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Materials and components used in making, creating, or crafting objects by hand or through skilled work.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Materials and components used in making, creating, or crafting objects by hand or through skilled work.",
      "relationships": {
        "related": [
          "NaturalObjects",
          "MachineProducts",
          "DigitalArtifacts",
          "Architecture",
          "Weaponry"
        ],
        "has_part": [
          "Chain",
          "ChainLink",
          "Handicraft",
          "Paper",
          "Pottery",
          "String",
          "Wire"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She bought wire and beads to make jewelry for the craft fair.",
          "The potter shaped the clay into a beautiful vase using traditional techniques.",
          "He threaded the paper through the binding machine to create handmade books.",
          "The artisan used copper chain links to forge a decorative gate.",
          "Children learned to weave baskets using natural string and twigs.",
          "The bicycle mechanic replaced the worn chain with a new one."
        ],
        "negative_examples": [
          "The factory manufactured thousands of plastic bottles automatically.",
          "She picked fresh flowers from the garden for the bouquet.",
          "The computer processed data using advanced algorithms.",
          "Lightning struck the metal tower during the storm.",
          "The river flowed naturally through the valley.",
          "Oil deposits formed deep underground over millions of years."
        ],
        "disambiguation": "Not to be confused with: NaturalObjects, MachineProducts, DigitalArtifacts, Architecture, Weaponry"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813544Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "Chain",
        "ChainLink",
        "Handicraft",
        "Paper",
        "Pottery",
        "ClimbingRope",
        "WireCoil",
        "TelephoneLine",
        "WireSpring"
      ]
    },
    {
      "sumo_term": "CreativeActivities",
      "layer": 2,
      "parent_concepts": [
        "AgentAction"
      ],
      "child_concepts": [
        "ContentDevelopment",
        "DesignPractice",
        "Modeling",
        "ProjectDevelopment"
      ],
      "definition": "Grouping category for ContentDevelopment, DesignPractice, Modeling...",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "CrisisActivities",
      "layer": 2,
      "parent_concepts": [
        "SocialLife"
      ],
      "child_concepts": [
        "MurderAction",
        "MurderCrime",
        "MurderPerpetrator",
        "Murder_Drive-By Killing",
        "Murder_Mass Murderer",
        "Murder_Murder",
        "DismantlingWeaponOfMassDestruction",
        "Evacuation"
      ],
      "definition": "Grouping category for MurderAction, MurderCrime, MurderPerpetrator...",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "CyberOperation",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Security"
      ],
      "category_children": [
        "DefensiveCyberOperation",
        "MaliciousEmbeddingAction",
        "OffensiveCyberOperation",
        "PrivilegeEscalationAction"
      ],
      "child_count": 4,
      "sumo_definition": "A Process involving actions in digital systems or networks, including\n   access, modification, collection, disruption, or defense activities.",
      "synset_count": 1,
      "synsets": [
        "cyber_operation.n.01"
      ],
      "canonical_synset": "cyber_operation.n.01",
      "lemmas": [
        "cyber operation",
        "cyber-operation",
        "cyber_operation"
      ],
      "pos": "noun",
      "definition": "A Process involving actions in digital systems or networks, including\n   access, modification, collection, disruption, or defense activities.",
      "child_concepts": [
        "IntrusionDetectionProcess",
        "MaliciousEmbeddingAction",
        "ExfiltrationOperation",
        "InfiltrationOperation",
        "LateralMovementOperation",
        "ReplicationOperation",
        "PrivilegeEscalationAction"
      ]
    },
    {
      "sumo_term": "Deception",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AgentAction"
      ],
      "category_children": [
        "AIStrategicDeception",
        "HumanDeception"
      ],
      "child_count": 2,
      "sumo_definition": "Intentional acts of misleading or\nproviding false information to achieve goals, spanning human and artificial\nagent behaviors.",
      "synset_count": 1,
      "synsets": [
        "deception.n.01"
      ],
      "canonical_synset": "deception.n.01",
      "lemmas": [
        "deception"
      ],
      "pos": "noun",
      "definition": "Intentional acts of misleading or\nproviding false information to achieve goals, spanning human and artificial\nagent behaviors.",
      "child_concepts": [
        "AIStrategicDeception",
        "HumanDeception",
        "MultimodalSafetyRisk",
        "DeceptionSignal",
        "DeceptiveNarrativeSignal",
        "FalsePersonaSignal",
        "SelfDeceptionSignal"
      ]
    },
    {
      "sumo_term": "Decorative",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Objects designed to enhance visual appeal or aesthetics of a space",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Objects designed to enhance visual appeal or aesthetics of a space",
      "relationships": {
        "related": [
          "Tool",
          "Container",
          "Furniture",
          "Appliance",
          "Vehicle"
        ],
        "has_part": [
          "DisplayArtifact",
          "Mirror",
          "PictureFrame",
          "Window",
          "WindowCovering"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She hung an ornate mirror above the fireplace to brighten the room",
          "The antique picture frame displayed their wedding photo beautifully",
          "He installed decorative shutters to complement the house's exterior",
          "The art gallery used elegant frames to showcase the paintings",
          "Beautiful curtains transformed the plain windows into focal points",
          "The pegboard display made organizing tools both functional and attractive"
        ],
        "negative_examples": [
          "The carpenter used his hammer to build the deck",
          "She cooked dinner in a stainless steel pot on the stove",
          "The mechanic tightened the bolt with a wrench",
          "He stored his files in a metal cabinet",
          "The factory machine produced widgets efficiently",
          "She wrote notes with a ballpoint pen"
        ],
        "disambiguation": "Not to be confused with: Tool, Container, Furniture, Appliance, Vehicle"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813548Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "DisplayArtifact",
        "Mirror",
        "PictureFrame",
        "Window",
        "WindowCovering"
      ]
    },
    {
      "sumo_term": "Defoliant",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Substance"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%Defoliant is the class of substances\nthat are used to make plants lose their leaves, typically used\nin agriculture or warfare.  Defoliants may have detrimental\nenvironmental side effects.",
      "synset_count": 1,
      "synsets": [
        "14828927.n"
      ],
      "canonical_synset": "14828927.n",
      "lemmas": [
        "defoliant"
      ],
      "pos": "n",
      "definition": "a chemical that is sprayed on plants and causes their leaves to fall off",
      "lexname": "noun.substance",
      "child_concepts": []
    },
    {
      "sumo_term": "Device",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [
        "Aerator",
        "AnimalController",
        "AnimalPoweredDevice",
        "Appliances",
        "AttachingDevice",
        "AudioRecorder",
        "AutomobileMuffler",
        "Axle",
        "BallBearing",
        "Barricade",
        "Baton",
        "Brake",
        "BrakeCaliper",
        "BrakeDrum",
        "BrakePedal",
        "BrakeRotor",
        "BrushOrComb",
        "Cam",
        "Camera",
        "CanOpener",
        "CanalLockGate",
        "Carabiner",
        "CleaningDevice",
        "Clutch",
        "CombustionChamber",
        "Computing",
        "ContraceptiveDevice",
        "CoolingDevice",
        "CuttingDevice",
        "Damper",
        "DataStorageDevice",
        "Distributor",
        "Drivebelt",
        "DryingDevice",
        "ElectricDevice",
        "ElectricalOutlet",
        "EngineChoke",
        "EngineConnectingRod",
        "EngineeringComponent",
        "ExhaustManifold",
        "ExplosiveDevice",
        "FileDevice",
        "FireAlarm",
        "FireExtinguisher",
        "Fireplace",
        "FuelAtomizer",
        "GasPedal",
        "Gasket",
        "GreaseFitting",
        "GreaseGun",
        "Hammer",
        "HeatSealer",
        "HeatingDevice",
        "Holder",
        "HomeAppliance",
        "HouseholdAppliance",
        "InternetAccessPoint",
        "IroningBoard",
        "JumperCable",
        "Keyboard",
        "KnockLight",
        "Laser",
        "Lever",
        "Lid",
        "LightFixture",
        "Machines",
        "MatchDevice",
        "MaterialHandlingEquipment",
        "MeasuringDevice",
        "MechanicalDie",
        "MechanicalTap",
        "Medical",
        "MedicalDevice",
        "MusicalInstrument",
        "OpticalDevice",
        "OutletAdapter",
        "PaintingDevice",
        "Pendulum",
        "PhysicalDevice",
        "PowerSource",
        "Recreation",
        "RecreationOrExerciseDevice",
        "Reel",
        "RoboticGripper",
        "RockerArm",
        "Rod",
        "Safety",
        "SafetyDevice",
        "Screwdriver",
        "SecurityDevice",
        "SelfPoweredDevice",
        "SewingMachine",
        "SmokingDevice",
        "SpeedGovernor",
        "Spring",
        "Sprinkler",
        "Tableware",
        "TelephoneCradle",
        "TelephoneHandset",
        "Tire",
        "TireChain",
        "TireChanger",
        "Toilet",
        "Tools",
        "Toy",
        "TrafficLight",
        "Transducer",
        "TransferSwitch",
        "Tripod",
        "UnpoweredDevice",
        "VehicleController",
        "VehicleDoor",
        "VehicleRoofRack",
        "VehicleTech",
        "WalkingCane",
        "WasherForBolt",
        "WearingFrictionSurface",
        "WheelChock",
        "WheelRim",
        "Wrench",
        "WritingDevice"
      ],
      "child_count": 121,
      "sumo_definition": "A &%Device is an &%Artifact whose purpose is to\nserve as an &%instrument in a specific subclass of &%Process.",
      "synset_count": 50,
      "synsets": [
        "00006729.r",
        "00110497.a",
        "00110701.a",
        "00111138.r",
        "00114029.r",
        "00121770.r",
        "00121894.r",
        "00123582.r",
        "00124702.r",
        "00128989.r",
        "00145341.r",
        "00173761.n",
        "00177638.n",
        "00179683.n",
        "00181476.a",
        "00182086.s",
        "00182225.s",
        "00182418.s",
        "00182510.s",
        "00182843.a",
        "00182961.s",
        "00233756.s",
        "00234522.s",
        "00277970.r",
        "00288955.r",
        "00330396.s",
        "00350876.s",
        "00360218.r",
        "00394135.a",
        "00394331.a",
        "00426457.r",
        "00463732.r",
        "00475094.r",
        "00476528.r",
        "00482480.r",
        "00523867.s",
        "00610861.a",
        "00634259.s",
        "00634404.s",
        "00765173.s",
        "00776706.s",
        "00776822.a",
        "00981455.s",
        "00983573.a",
        "00983722.a",
        "00998381.s",
        "00998479.s",
        "00999671.s",
        "01005506.s",
        "01027832.s"
      ],
      "canonical_synset": "00006729.r",
      "lemmas": [
        "ultrasonically"
      ],
      "pos": "r",
      "definition": "by ultrasonic means",
      "lexname": "adv.all",
      "child_concepts": [
        "Tools",
        "Machines",
        "Electronics",
        "Appliances",
        "Instruments",
        "VehicleTech",
        "Computing",
        "Safety",
        "Weapons",
        "Recreation",
        "Medical"
      ]
    },
    {
      "sumo_term": "DeviceAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "InternalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Physical or operational characteristics that describe the configuration, state, or technical properties of devices and mechanical systems.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Physical or operational characteristics that describe the configuration, state, or technical properties of devices and mechanical systems.",
      "relationships": {
        "related": [
          "PhysicalAttribute",
          "TemporalAttribute",
          "QualityAttribute",
          "RelationalAttribute"
        ],
        "has_part": [
          "DeviceStateAttribute",
          "Autonomous",
          "Backlashless",
          "Brushless",
          "TrackGauge",
          "StructureAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The motor is brushless and operates autonomously.",
          "The device switched from off to on automatically.",
          "The railway uses standard gauge tracks for compatibility.",
          "This backlashless gear system provides precise positioning.",
          "The printer's current state shows it is ready and online.",
          "The autonomous vehicle's sensors are fully operational."
        ],
        "negative_examples": [
          "The car's speed increased to 60 mph.",
          "The temperature rose by 10 degrees.",
          "She felt happy about the successful presentation.",
          "The red color of the stop sign was clearly visible.",
          "The building's height measures 50 feet.",
          "His personality is very outgoing and friendly."
        ],
        "disambiguation": "Not to be confused with: PhysicalAttribute, TemporalAttribute, QualityAttribute, RelationalAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/internalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.907063Z",
        "pack_version": "7.6.21"
      },
      "child_concepts": [
        "DeviceStateAttribute",
        "Autonomous",
        "Backlashless",
        "Brushless",
        "TrackGauge",
        "MonoCrystalline",
        "PolyCrystalline",
        "Fingerprint",
        "GeometricFigure",
        "MoleculeStructuralAttribute"
      ]
    },
    {
      "sumo_term": "DirectionalMotion",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Motion"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Movement that involves a specific spatial direction or change in orientation",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Movement that involves a specific spatial direction or change in orientation",
      "relationships": {
        "related": [
          "MotionSpeed",
          "MotionContinuous",
          "MotionOscillating",
          "MotionRotational"
        ],
        "has_part": [
          "MotionDownward",
          "MotionUpward",
          "DirectionChange",
          "Reversing"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The ball rolled down the hill gathering speed",
          "She turned left at the intersection",
          "The elevator climbed to the fifteenth floor",
          "He reversed the car out of the driveway",
          "The arrow pointed upward toward the sky",
          "The river flows northward through the valley"
        ],
        "negative_examples": [
          "The engine vibrated but remained stationary",
          "She walked at a steady pace for an hour",
          "The wheel spun rapidly in place",
          "The pendulum oscillated back and forth",
          "He moved quickly through the crowd",
          "The machine operated continuously all day"
        ],
        "disambiguation": "Not to be confused with: MotionSpeed, MotionContinuous, MotionOscillating, MotionRotational"
      },
      "meld_source": {
        "meld_id": "org.hatcat/motion-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.437897Z",
        "pack_version": "7.6.27"
      },
      "child_concepts": [
        "MotionDownward",
        "MotionUpward",
        "DirectionChange",
        "Reversing"
      ]
    },
    {
      "sumo_term": "DomainReasoning",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Reasoning that applies specialized knowledge structures, models, or metaphors from specific technical or scientific domains.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Reasoning that applies specialized knowledge structures, models, or metaphors from specific technical or scientific domains.",
      "relationships": {
        "related": [
          "MemoryProcess",
          "AttentionProcess",
          "LearningProcess",
          "DecisionMakingProcess",
          "CreativeProcess"
        ],
        "has_part": [
          "CommunityDetectionProcess",
          "EnergyFlowReasoning",
          "GeometricReasoningProcess",
          "ModeDecompositionProcess",
          "NetworkReasoningProcess",
          "QuantumReasoningProcess",
          "RiskAssessmentProcess",
          "RiskForecastReasoning",
          "RiskManagementProcess",
          "SwarmCoordinationProcess",
          "WaveReasoningProcess",
          "ScenarioRiskSignal",
          "NetworkAnalysisSignal",
          "NetworkSubgraphExtractionProcess"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The AI system used network flow analysis to optimize the supply chain routing problem.",
          "She applied geometric thinking to understand the high-dimensional embedding space.",
          "The model reasoned about quantum superposition states to solve the optimization problem.",
          "Engineers used swarm coordination principles to manage the drone fleet operations.",
          "The risk assessment framework evaluated potential cascading failures across systems.",
          "Fourier decomposition helped analyze the complex signal patterns in the data."
        ],
        "negative_examples": [
          "The student recalled the definition of photosynthesis from memory.",
          "She felt anxious about the upcoming presentation to her colleagues.",
          "The algorithm updated its internal parameters based on the training loss.",
          "He made a quick decision about which restaurant to visit for lunch.",
          "The system generated a creative story about space exploration adventures.",
          "She focused her attention on the important details in the contract."
        ],
        "disambiguation": "Not to be confused with: MemoryProcess, AttentionProcess, LearningProcess, DecisionMakingProcess, CreativeProcess"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027793Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "CommunityDetectionProcess",
        "EnergyFlowReasoning",
        "GeometricReasoningProcess",
        "ModeDecompositionProcess",
        "NetworkReasoningProcess",
        "QuantumReasoningProcess",
        "RiskAssessmentProcess",
        "RiskForecastReasoning",
        "RiskManagementProcess",
        "SwarmCoordinationProcess",
        "WaveReasoningProcess",
        "ScenarioRiskSignal",
        "NetworkAnalysisSignal",
        "NetworkSubgraphExtractionProcess"
      ]
    },
    {
      "sumo_term": "Education",
      "layer": 2,
      "parent_concepts": [
        "SocialLife"
      ],
      "child_concepts": [
        "CurriculumDesign",
        "LearnerSupport",
        "PedagogicalApproach",
        "TutoringTechnique",
        "AssessmentActivities"
      ],
      "definition": "Grouping category for CurriculumDesign, LearnerSupport, PedagogicalApproach...",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "EducationalOrganization",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [
        "Library",
        "Museum",
        "School"
      ],
      "child_count": 3,
      "sumo_definition": "A &%EducationalOrganization is\nan institution of learning. Some examples are public and private K-12\nschools, and colleges and universities.",
      "synset_count": 50,
      "synsets": [
        "02669885.n",
        "02699524.a",
        "02735086.n",
        "02792903.a",
        "02875948.n",
        "03069752.n",
        "03092314.n",
        "03095813.a",
        "03163081.n",
        "03165616.n",
        "03801671.n",
        "04069777.n",
        "08194074.n",
        "08194927.n",
        "08274923.n",
        "08276342.n",
        "08276539.n",
        "08277612.n",
        "08277709.n",
        "08277805.n",
        "08278032.n",
        "08278589.n",
        "08278707.n",
        "08278822.n",
        "08279184.n",
        "08279424.n",
        "08279524.n",
        "08279665.n",
        "08279800.n",
        "08279943.n",
        "08280124.n",
        "08280462.n",
        "08280649.n",
        "08280813.n",
        "08281029.n",
        "08281205.n",
        "08281409.n",
        "08281682.n",
        "08282257.n",
        "08282950.n",
        "08283180.n",
        "08283649.n",
        "08283757.n",
        "08283866.n",
        "08284054.n",
        "08284221.n",
        "08284370.n",
        "08284481.n",
        "08284847.n",
        "08284994.n"
      ],
      "canonical_synset": "02669885.n",
      "lemmas": [
        "academy"
      ],
      "pos": "n",
      "definition": "a learned establishment for the advancement of knowledge",
      "lexname": "noun.artifact",
      "child_concepts": [
        "Library",
        "Museum",
        "School"
      ]
    },
    {
      "sumo_term": "ElementalSubstance",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Substance"
      ],
      "category_children": [
        "Actinides",
        "Actinium",
        "AlkaliMetals",
        "AlkalineEarthMetals",
        "Aluminum",
        "Americium",
        "Antimony",
        "Argon",
        "Arsenic",
        "Astatine",
        "Atom",
        "Barium",
        "Berkelium",
        "Beryllium",
        "Bismuth",
        "Boron",
        "Bromine",
        "Cadmium",
        "Caesium",
        "Calcium",
        "Californium",
        "Carbon",
        "Cerium",
        "Chlorine",
        "Chromium",
        "Cobalt",
        "Copper",
        "Curium",
        "Dysprosium",
        "Einsteinium",
        "Erbium",
        "Europium",
        "Fermium",
        "Fluorine",
        "Francium",
        "Gadolinium",
        "Gallium",
        "Germanium",
        "Gold",
        "Hafnium",
        "Halogens",
        "Helium",
        "Holmium",
        "Hydrogen",
        "Indium",
        "Iodine",
        "Iridium",
        "Iron",
        "Krypton",
        "Lanthanides",
        "Lanthanum",
        "Lawrencium",
        "Lead",
        "Lithium",
        "Lutetium",
        "Magnesium",
        "Manganese",
        "Meitnerium",
        "Mendelevium",
        "Mercury",
        "Metal",
        "Metalloids",
        "Molybdenum",
        "Neodymium",
        "Neon",
        "Neptunium",
        "Nickel",
        "Niobium",
        "Nitrogen",
        "Nobelium",
        "NobleGases",
        "NonMetals",
        "Osmium",
        "Oxygen",
        "Palladium",
        "Phosphorus",
        "Platinum",
        "Plutonium",
        "Polonium",
        "PostTransitionMetals",
        "Potassium",
        "Praseodymium",
        "Promethium",
        "Protactinium",
        "Radium",
        "Radon",
        "Rhenium",
        "Rhodium",
        "Rubidium",
        "Ruthenium",
        "Samarium",
        "Scandium",
        "Selenium",
        "Silicon",
        "Silver",
        "Sodium",
        "Strontium",
        "SubatomicParticle",
        "Sulphur",
        "Tantalum",
        "Technetium",
        "Tellurium",
        "Terbium",
        "Thallium",
        "Thorium",
        "Thulium",
        "Tin",
        "Titanium",
        "TransitionMetals",
        "Tungsten",
        "Unnildecium",
        "Unnilhexium",
        "Unniloctium",
        "Unnilpentium",
        "Unnilquadium",
        "Unnilseptium",
        "Uranium",
        "Vanadium",
        "Xenon",
        "Ytterbium",
        "Yttrium",
        "Zinc",
        "Zirconium"
      ],
      "child_count": 123,
      "sumo_definition": "The &%Class of &%PureSubstances that\ncannot be separated into two or more &%Substances by ordinary chemical\n(or physical) means. This excludes nuclear reactions. &%ElementalSubstances\nare composed of only one kind of atom. Examples: Iron (Fe), copper (Cu),\nand oxygen (O_2).  &%ElementalSubstances are the simplest &%PureSubstances.",
      "synset_count": 50,
      "synsets": [
        "01058756.s",
        "01529479.s",
        "01793812.s",
        "01906975.s",
        "02613683.a",
        "02615207.a",
        "02630221.a",
        "02650083.a",
        "02650303.a",
        "02658629.a",
        "02671577.a",
        "02711744.a",
        "02719395.a",
        "02726429.a",
        "02810417.a",
        "02830954.a",
        "02837489.a",
        "02837588.a",
        "02852679.a",
        "02853254.a",
        "02863724.a",
        "03050870.a",
        "03091861.a",
        "03091996.a",
        "03099742.a",
        "03121394.a",
        "03142912.n",
        "11409329.n",
        "14594708.n",
        "14595076.n",
        "14595176.n",
        "14617597.n",
        "14617834.n",
        "14621446.n",
        "14622623.n",
        "14622768.n",
        "14622893.n",
        "14624025.n",
        "14624191.n",
        "14624369.n",
        "14624659.n",
        "14624743.n",
        "14625110.n",
        "14625297.n",
        "14627246.n",
        "14627373.n",
        "14631757.n",
        "14633856.n",
        "14634477.n",
        "14636392.n"
      ],
      "canonical_synset": "01058756.s",
      "lemmas": [
        "unbound"
      ],
      "pos": "s",
      "definition": "not held in chemical or physical combination",
      "lexname": "adj.all",
      "is_split_parent": true,
      "split_children": [],
      "meld_source": {
        "meld_id": "org.hatcat/quality-remediation-20251206_113639@0.1.0",
        "operation": "split_parent",
        "applied_at": "2025-12-10T20:54:18.396342Z",
        "pack_version": "7.2.0"
      },
      "child_concepts": [
        "Atom",
        "Meitnerium",
        "Metal",
        "SubatomicParticle",
        "Unnildecium",
        "Unnilhexium",
        "Unniloctium",
        "Unnilpentium",
        "Unnilquadium",
        "Unnilseptium",
        "NobleGases",
        "AlkaliMetals",
        "AlkalineEarthMetals",
        "Halogens",
        "Lanthanides",
        "Actinides",
        "TransitionMetals",
        "PostTransitionMetals",
        "Metalloids",
        "NonMetals"
      ]
    },
    {
      "sumo_term": "Employer",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AutonomousAgent"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A person or firm that employs workers.",
      "synset_count": 1,
      "synsets": [
        "10054657.n"
      ],
      "canonical_synset": "10054657.n",
      "lemmas": [
        "employer"
      ],
      "pos": "n",
      "definition": "a person or firm that employs workers",
      "lexname": "noun.person",
      "child_concepts": []
    },
    {
      "sumo_term": "EnergyAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "EnergyAttrs are attributes that characterize energy consumption, efficiency, or power-related properties of systems and devices.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "EnergyAttrs are attributes that characterize energy consumption, efficiency, or power-related properties of systems and devices.",
      "relationships": {
        "related": [
          "QualityAttribute",
          "PerformanceAttribute",
          "SecurityAttribute",
          "DesignAttribute"
        ],
        "has_part": [
          "EnergyStarAttribute",
          "EuropeanUnionEnergyLabelClass",
          "RealtimeSystemAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "This refrigerator has an Energy Star rating for its low power consumption.",
          "The washing machine displays an A++ energy efficiency class label.",
          "The server system has real-time power monitoring capabilities.",
          "This air conditioner meets European energy efficiency standards.",
          "The device's energy consumption is rated at 50 watts per hour.",
          "The appliance received an energy efficiency certification last year."
        ],
        "negative_examples": [
          "This phone has excellent build quality and durability.",
          "The car has a sleek design and comfortable interior.",
          "The software runs smoothly on older hardware.",
          "This material has high tensile strength and flexibility.",
          "The product comes with a two-year warranty.",
          "The device has advanced security features and encryption."
        ],
        "disambiguation": "Not to be confused with: QualityAttribute, PerformanceAttribute, SecurityAttribute, DesignAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802494Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "EnergyStarAttribute",
        "EuropeanUnionEnergyLabelClass",
        "DesignPatternAttribute",
        "FormOfAdaptationAttribute",
        "SystemBehaviorAttribute",
        "TaskRelationAttribute",
        "TimingRequirementAttribute"
      ]
    },
    {
      "sumo_term": "EngineMotion",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Motion"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Mechanical motion and processes that occur within internal combustion engines during operation",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Mechanical motion and processes that occur within internal combustion engines during operation",
      "relationships": {
        "related": [
          "VehicleMotion",
          "RotationalMotion",
          "LinearMotion",
          "FluidMotion",
          "OscillatoryMotion"
        ],
        "has_part": [
          "EngineCranking",
          "EngineCycle",
          "FourStrokeCombustion",
          "FourStrokeCompression",
          "FourStrokeExhaust",
          "FourStrokeIntake",
          "TwoStrokeCompression",
          "TwoStrokeIntake",
          "TwoStrokeTransfer"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The engine cranked to life on the cold morning",
          "During the compression stroke, the piston moved upward",
          "Exhaust gases were expelled from the cylinder",
          "The intake valve opened to draw in the fuel mixture",
          "The combustion cycle pushed the piston downward with force",
          "The two-stroke engine completed its transfer phase"
        ],
        "negative_examples": [
          "The car accelerated down the highway",
          "The wheels rotated as the vehicle moved forward",
          "The transmission shifted into higher gear",
          "The brake pedal was pressed to stop the car",
          "The steering wheel turned left at the intersection",
          "The suspension absorbed the road bumps"
        ],
        "disambiguation": "Not to be confused with: VehicleMotion, RotationalMotion, LinearMotion, FluidMotion, OscillatoryMotion"
      },
      "meld_source": {
        "meld_id": "org.hatcat/motion-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.437908Z",
        "pack_version": "7.6.27"
      },
      "child_concepts": [
        "EngineCranking",
        "FourStrokeEngineCycle",
        "TwoStrokeEngineCycle",
        "FourStrokeCombustion",
        "FourStrokeCompression",
        "FourStrokeExhaust",
        "FourStrokeIntake",
        "TwoStrokeCompression",
        "TwoStrokeIntake",
        "TwoStrokeTransfer"
      ]
    },
    {
      "sumo_term": "EntanglementRelation",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Relation"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Non-separable correlation between states or concepts, where their\n   properties are not independently definable. Analogous to deeply\n   linked concepts, tool binding, hidden reasoning couplings.",
      "synset_count": 1,
      "synsets": [
        "entanglement_relation.n.01"
      ],
      "canonical_synset": "entanglement_relation.n.01",
      "lemmas": [
        "entanglement-relation",
        "entanglement relation",
        "entanglement_relation"
      ],
      "pos": "noun",
      "definition": "Non-separable correlation between states or concepts, where their\n   properties are not independently definable. Analogous to deeply\n   linked concepts, tool binding, hidden reasoning couplings.",
      "child_concepts": []
    },
    {
      "sumo_term": "Enterprise",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AutonomousAgent"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "a natural or legal person engaged in an economic activity, irrespective of its legal form",
      "synset_count": 1,
      "synsets": [
        "enterprise.n.01"
      ],
      "canonical_synset": "enterprise.n.01",
      "lemmas": [
        "enterprise"
      ],
      "pos": "noun",
      "definition": "a natural or legal person engaged in an economic activity, irrespective of its legal form",
      "child_concepts": []
    },
    {
      "sumo_term": "EpistemicState",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "InternalAttribute"
      ],
      "category_children": [
        "DoxasticAttitude",
        "EpistemicHumility",
        "EpistemicOverconfidence",
        "EpistemicUncertainty",
        "Knowing",
        "MoralJudgment",
        "MoralUncertainty",
        "PrivateEpistemicState",
        "PublicEpistemicState",
        "RiskPerception"
      ],
      "child_count": 10,
      "sumo_definition": "An InternalAttribute describing how an Agent stands epistemically\n   toward a Proposition or set of Propositions (e.g. belief, knowledge,\n   doubt, suspension).",
      "synset_count": 1,
      "synsets": [
        "epistemic_state.n.01"
      ],
      "canonical_synset": "epistemic_state.n.01",
      "lemmas": [
        "epistemic_state",
        "epistemic state",
        "epistemic-state"
      ],
      "pos": "noun",
      "definition": "An InternalAttribute describing how an Agent stands epistemically\n   toward a Proposition or set of Propositions (e.g. belief, knowledge,\n   doubt, suspension).",
      "child_concepts": [
        "EpistemicHumility",
        "EpistemicOverconfidence",
        "EpistemicUncertainty",
        "Knowing",
        "MoralJudgment",
        "MoralUncertainty",
        "PrivateEpistemicState",
        "PublicEpistemicState",
        "RiskPerception"
      ]
    },
    {
      "sumo_term": "EventSet",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "SetOrClass"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A SetOrClass of outcomes or states, used as events in probability\n   theory (e.g. subsets of the sample space).",
      "synset_count": 1,
      "synsets": [
        "event_set.n.01"
      ],
      "canonical_synset": "event_set.n.01",
      "lemmas": [
        "event_set",
        "event set",
        "event-set"
      ],
      "pos": "noun",
      "definition": "A SetOrClass of outcomes or states, used as events in probability\n   theory (e.g. subsets of the sample space).",
      "child_concepts": []
    },
    {
      "sumo_term": "ExternalCoverings",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Protective or functional outer structures that form the external surface of animal bodies or body parts.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Protective or functional outer structures that form the external surface of animal bodies or body parts.",
      "relationships": {
        "related": [
          "InternalOrgans",
          "SkeletalStructure",
          "MuscularSystem",
          "CirculatorySystem"
        ],
        "has_part": [
          "AnimalShell",
          "BodyCovering",
          "Feather",
          "Hoof"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The turtle withdrew into its hard shell when threatened.",
          "Bird feathers provide insulation and enable flight.",
          "The horse's hooves clattered on the cobblestone street.",
          "Armadillo shells are made of overlapping bony plates.",
          "Peacock feathers displayed brilliant iridescent colors.",
          "The blacksmith fitted iron shoes to protect the horse's hooves."
        ],
        "negative_examples": [
          "The doctor examined the patient's internal organs.",
          "She felt the bone beneath the skin on her arm.",
          "The muscle tissue contracted when stimulated.",
          "Blood vessels carried oxygen throughout the body.",
          "The nervous system controls bodily functions.",
          "Cartilage cushions the joints between bones."
        ],
        "disambiguation": "Not to be confused with: InternalOrgans, SkeletalStructure, MuscularSystem, CirculatorySystem"
      },
      "meld_source": {
        "meld_id": "org.hatcat/bodypart-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.885699Z",
        "pack_version": "7.6.10"
      },
      "child_concepts": [
        "AnimalShell",
        "CellEnvelope",
        "Eyelid",
        "Feather",
        "Hoof"
      ]
    },
    {
      "sumo_term": "Famine",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "EnvironmentalCrises"
      ],
      "category_children": [],
      "child_count": 0,
      "synset_count": 1,
      "synsets": [
        "07315965.n"
      ],
      "canonical_synset": "07315965.n",
      "lemmas": [
        "the_Irish_Famine",
        "the_Great_Hunger",
        "the_Great_Starvation",
        "the_Great_Calamity"
      ],
      "pos": "n",
      "definition": "a famine in Ireland resulting from a potato blight; between 1846 and 1851 a million people starved to death and 1.6 million emigrated (most to America)",
      "lexname": "noun.event",
      "child_concepts": []
    },
    {
      "sumo_term": "FieldOfStudy",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [
        "AIAlignmentTheory",
        "AISafety",
        "AIStudies",
        "AIWelfareTheory",
        "Archeology",
        "Architecture",
        "DesignFields",
        "ElectricalEngineering",
        "Electronics",
        "EngineeringFields",
        "FieldOfLaw",
        "FormalSciences",
        "History",
        "Humanities",
        "InteriorDesign",
        "Literature",
        "Mathematics",
        "MechanicalEngineering",
        "Mechanics",
        "MilitaryScience",
        "Numismatics",
        "Philosophy",
        "PowerElectronics",
        "Science",
        "Statistics",
        "Theology"
      ],
      "child_count": 26,
      "sumo_definition": "An academic or applied discipline with\nrecognized experts and with a core of accepted theory or practice.  Note\nthat &%FieldOfStudy is a &%subclass of &%Proposition, because a\n&%FieldOfStudy is understood to be a body of abstract, informational\ncontent, with varying degrees of certainty attached to each element of\nthis content.",
      "synset_count": 50,
      "synsets": [
        "00079354.r",
        "00090103.r",
        "00109569.r",
        "00109687.r",
        "00110092.r",
        "00115117.r",
        "00115370.r",
        "00123365.r",
        "00123924.r",
        "00124792.r",
        "00126702.s",
        "00129089.r",
        "00131018.r",
        "00131151.r",
        "00131289.r",
        "00131550.r",
        "00131869.r",
        "00131965.r",
        "00132416.r",
        "00132673.r",
        "00133613.r",
        "00133719.r",
        "00133853.r",
        "00133987.r",
        "00134294.r",
        "00134419.r",
        "00136267.r",
        "00137459.r",
        "00141775.r",
        "00203526.r",
        "00232172.r",
        "00324976.r",
        "00347216.r",
        "00347717.r",
        "00403911.r",
        "00421471.r",
        "00432054.r",
        "00434921.r",
        "00435142.r",
        "00460747.r",
        "00467147.r",
        "00476247.r",
        "00476402.r",
        "00479470.r",
        "00501606.r",
        "00635422.n",
        "00732318.a",
        "00732456.a",
        "00860611.a",
        "00862327.a"
      ],
      "canonical_synset": "00079354.r",
      "lemmas": [
        "thermodynamically"
      ],
      "pos": "r",
      "definition": "with respect to thermodynamics",
      "lexname": "adv.all",
      "child_concepts": [
        "FieldOfLaw",
        "MilitaryScience",
        "Numismatics",
        "Science",
        "AIStudies",
        "EngineeringFields",
        "Humanities",
        "FormalSciences",
        "DesignFields"
      ]
    },
    {
      "sumo_term": "FinancialAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Attributes describing financial or economic characteristics, status, or performance of accounts, investments, or entities",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Attributes describing financial or economic characteristics, status, or performance of accounts, investments, or entities",
      "relationships": {
        "related": [
          "PhysicalAttribute",
          "TemporalAttribute",
          "QualityAttribute",
          "SpatialAttribute",
          "CausalAttribute"
        ],
        "has_part": [
          "EconomicAttribute",
          "EconomicRole",
          "FinancialAccountStatus",
          "FinancialRating",
          "InvestmentAttribute",
          "LiquidityAttribute",
          "YieldAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The bond received an AAA credit rating from Moody's.",
          "Her savings account has high liquidity but low yield.",
          "The startup's economic role shifted from consumer to producer.",
          "His investment portfolio shows moderate risk attributes.",
          "The account status changed from pending to active.",
          "The mutual fund's performance attributes include diversification and growth potential."
        ],
        "negative_examples": [
          "The car's physical attributes include red paint and leather seats.",
          "She has strong leadership qualities and communication skills.",
          "The building's structural attributes meet safety codes.",
          "His personality traits include honesty and reliability.",
          "The software's functional attributes include user interface design.",
          "The patient's medical attributes show normal vital signs."
        ],
        "disambiguation": "Not to be confused with: PhysicalAttribute, TemporalAttribute, QualityAttribute, SpatialAttribute, CausalAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802485Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "EconomicAttribute",
        "EconomicRole",
        "FinancialAccountStatus",
        "FinancialRating",
        "InvestmentAttribute",
        "LiquidityAttribute",
        "YieldAttribute"
      ]
    },
    {
      "sumo_term": "FinancialOrganization",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [
        "BankFinancialOrganization",
        "CreditUnion",
        "SavingsAndLoans"
      ],
      "child_count": 3,
      "sumo_definition": "The class &%FinancialOrganization includes, \nas subclasses, &%BankFinancialOrganization, &%CreditUnion and &%SavingsAnLoans.",
      "synset_count": 1,
      "synsets": [
        "08054721.n"
      ],
      "canonical_synset": "08054721.n",
      "lemmas": [
        "financial_institution",
        "financial_organization",
        "financial_organisation"
      ],
      "pos": "n",
      "definition": "an institution (public or private) that collects funds (from the public or other institutions) and invests them in financial assets",
      "lexname": "noun.group",
      "child_concepts": [
        "BankFinancialOrganization",
        "CreditUnion",
        "SavingsAndLoans"
      ]
    },
    {
      "sumo_term": "FiniteQuantity",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Quantity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Any &%Quantity that is limited or bounded in\nmagnitude.",
      "synset_count": 1,
      "synsets": [
        "01006566.a"
      ],
      "canonical_synset": "01006566.a",
      "lemmas": [
        "finite"
      ],
      "pos": "a",
      "definition": "bounded or limited in magnitude or spatial or temporal extent",
      "lexname": "adj.all",
      "child_concepts": []
    },
    {
      "sumo_term": "FirearmComponents",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Structural parts or assemblies that make up firearms and enable their operation",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Structural parts or assemblies that make up firearms and enable their operation",
      "relationships": {
        "related": [
          "Ammunition",
          "FirearmAccessories",
          "SafetyEquipment",
          "WeaponOptics",
          "CleaningSupplies"
        ],
        "has_part": [
          "Buttstock",
          "Forestock",
          "GunChamber",
          "GunCylinder",
          "GunMuzzle"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The gunsmith examined the rifle's chamber for any damage or wear",
          "She gripped the forestock to steady her aim at the shooting range",
          "The revolver's cylinder needed cleaning after the long practice session",
          "He replaced the worn buttstock on his hunting rifle before the season",
          "The muzzle brake helped reduce recoil during rapid fire",
          "The bolt carrier group is a critical component of the AR-15 platform"
        ],
        "negative_examples": [
          "The ammunition was stored separately from the weapons",
          "He holstered his pistol after clearing the chamber",
          "The shooting range provided ear protection and safety glasses",
          "She purchased a new scope for better long-range accuracy",
          "The gun safe contained multiple firearms and accessories",
          "The cleaning kit included brushes, patches, and solvent"
        ],
        "disambiguation": "Not to be confused with: Ammunition, FirearmAccessories, SafetyEquipment, WeaponOptics, CleaningSupplies"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813551Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "Buttstock",
        "Forestock",
        "GunChamber",
        "GunCylinder",
        "GunMuzzle"
      ]
    },
    {
      "sumo_term": "FluidMotion",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Motion"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Movement or flow of liquids and gases through space or systems",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Movement or flow of liquids and gases through space or systems",
      "relationships": {
        "related": [
          "SolidMotion",
          "AnimalMotion",
          "VehicleMotion",
          "BodyMovement"
        ],
        "has_part": [
          "GasMotion",
          "LiquidMotion",
          "Irrigating"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The river flows swiftly downstream after the spring thaw",
          "Steam rises from the hot coffee cup into the cool air",
          "Water sprinklers irrigate the garden beds every morning",
          "Oil flows through the pipeline to the refinery",
          "Wind blows across the prairie, bending the tall grass",
          "The irrigation system channels water to the crop fields"
        ],
        "negative_examples": [
          "The car accelerated down the highway at high speed",
          "She walked quickly through the crowded mall",
          "The elevator moved smoothly between floors",
          "Birds migrate south for the winter months",
          "The train pulled into the station right on schedule",
          "He threw the ball across the field to his teammate"
        ],
        "disambiguation": "Not to be confused with: SolidMotion, AnimalMotion, VehicleMotion, BodyMovement"
      },
      "meld_source": {
        "meld_id": "org.hatcat/motion-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.437888Z",
        "pack_version": "7.6.27"
      },
      "child_concepts": [
        "GasMotion",
        "LiquidMotion",
        "Irrigating"
      ]
    },
    {
      "sumo_term": "Food",
      "layer": 2,
      "parent_concepts": [
        "Substance"
      ],
      "child_concepts": [
        "PreparedFood",
        "Beverage",
        "FoodIngredient"
      ],
      "definition": "Grouping category for PreparedFood, Beverage, FoodIngredient",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "FoodAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Attributes that describe characteristics, preparation methods, or qualities of food and beverages.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Attributes that describe characteristics, preparation methods, or qualities of food and beverages.",
      "relationships": {
        "related": [
          "LocationAttribute",
          "TemporalAttribute",
          "SizeAttribute",
          "ColorAttribute",
          "MaterialAttribute"
        ],
        "has_part": [
          "CoffeeGrindAttribute",
          "CoffeeRoastAttribute",
          "Cuisine",
          "PreparedFoodAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "This coffee has a medium roast and coarse grind.",
          "The restaurant specializes in authentic Italian cuisine.",
          "I prefer my steak cooked medium-rare.",
          "The cheese is aged and has a sharp flavor.",
          "This wine has a full-bodied taste with fruity notes.",
          "The bread is freshly baked and still warm."
        ],
        "negative_examples": [
          "The restaurant is located downtown.",
          "The chef graduated from culinary school.",
          "Food prices have increased this year.",
          "The kitchen equipment needs maintenance.",
          "She works as a food critic.",
          "The grocery store closes at 9 PM."
        ],
        "disambiguation": "Not to be confused with: LocationAttribute, TemporalAttribute, SizeAttribute, ColorAttribute, MaterialAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802477Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "CoffeeGrindAttribute",
        "CoffeeRoastAttribute",
        "Cuisine",
        "PreparedFoodAttribute"
      ]
    },
    {
      "sumo_term": "ForceMotion",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Motion"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Motion that involves applying physical force or pressure to move, shape, or position objects",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Motion that involves applying physical force or pressure to move, shape, or position objects",
      "relationships": {
        "related": [
          "FlowMotion",
          "RotationalMotion",
          "LinearMovement",
          "RandomMotion"
        ],
        "has_part": [
          "Pulling",
          "Pushing",
          "Compressing",
          "Stretching"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She pulled the heavy suitcase across the airport floor",
          "He pushed the stalled car to the side of the road",
          "The mechanic compressed the spring to fit it into place",
          "The athlete stretched the resistance band during warm-up",
          "Workers pushed and pulled the piano up the stairs",
          "The machine compresses aluminum cans for recycling"
        ],
        "negative_examples": [
          "The bird flew gracefully across the sky",
          "Water flowed gently down the stream",
          "The dancer moved elegantly across the stage",
          "The train accelerated smoothly out of the station",
          "She walked quietly through the library",
          "The ball rolled down the hill on its own"
        ],
        "disambiguation": "Not to be confused with: FlowMotion, RotationalMotion, LinearMovement, RandomMotion"
      },
      "meld_source": {
        "meld_id": "org.hatcat/motion-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.437901Z",
        "pack_version": "7.6.27"
      },
      "child_concepts": [
        "Pulling",
        "Pushing",
        "Compressing",
        "Stretching"
      ]
    },
    {
      "sumo_term": "FormalPropositions",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Structured mathematical or logical statements with precise symbolic representation or systematic form",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Structured mathematical or logical statements with precise symbolic representation or systematic form",
      "relationships": {
        "related": [
          "Hypothesis",
          "Theory",
          "Belief",
          "Opinion"
        ],
        "has_part": [
          "Equation",
          "Graph",
          "GraphElement",
          "Axiom",
          "Model",
          "MultipolePostulate"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The quadratic formula x = (-b \u00b1 \u221a(b\u00b2-4ac))/2a solves second-degree equations",
          "Euclid's first axiom states that a straight line can be drawn between any two points",
          "The graph shows the relationship between temperature and pressure using coordinate axes",
          "Einstein's field equations model the curvature of spacetime in general relativity",
          "The network diagram represents nodes connected by directed edges",
          "The postulate assumes that electric charge is conserved in all interactions"
        ],
        "negative_examples": [
          "I believe that honesty is the best policy in relationships",
          "The hypothesis suggests that birds migrate due to seasonal changes",
          "My opinion is that this movie deserves an award",
          "The theory proposes that consciousness emerges from neural complexity",
          "She argued that the policy would benefit small businesses",
          "The claim states that exercise improves mental health"
        ],
        "disambiguation": "Not to be confused with: Hypothesis, Theory, Belief, Opinion"
      },
      "meld_source": {
        "meld_id": "org.hatcat/proposition-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.578215Z",
        "pack_version": "7.6.29"
      },
      "child_concepts": [
        "Equation",
        "Graph",
        "GraphElement",
        "Axiom",
        "Model",
        "MultipolePostulate"
      ]
    },
    {
      "sumo_term": "FormalRelations",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Relation"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Relations defined by mathematical or logical properties and constraints on their argument structures.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Relations defined by mathematical or logical properties and constraints on their argument structures.",
      "relationships": {
        "related": [
          "SpatialRelation",
          "TemporalRelation",
          "SocialRelation",
          "CausalRelation",
          "PhysicalRelation"
        ],
        "has_part": [
          "ProbabilityRelation",
          "PPPBasedEconomicValuation",
          "RelationExtendedToQuantities",
          "PartialValuedRelation",
          "TotalValuedRelation",
          "SingleValuedRelation"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The function maps each input to exactly one output value.",
          "This probability distribution assigns likelihood values to all possible outcomes.",
          "The economic indicator converts national currencies using purchasing power parity.",
          "The partial function is undefined for certain input combinations.",
          "Each student ID corresponds to at most one enrolled student.",
          "The relation satisfies the mathematical property of being single-valued."
        ],
        "negative_examples": [
          "My sister is taller than my brother.",
          "The book is on the table next to the lamp.",
          "Sarah works for the marketing department.",
          "The red car belongs to my neighbor.",
          "This painting was created by Van Gogh.",
          "The meeting occurs every Tuesday at noon."
        ],
        "disambiguation": "Not to be confused with: SpatialRelation, TemporalRelation, SocialRelation, CausalRelation, PhysicalRelation"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relation-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.730344Z",
        "pack_version": "7.6.31"
      },
      "child_concepts": [
        "ProbabilityRelation",
        "PPPBasedEconomicValuation",
        "BinaryRelationExtendedToQuantities",
        "PartialValuedRelation",
        "TotalValuedRelation",
        "ContinuousFunction"
      ]
    },
    {
      "sumo_term": "FreshWaterOverutilization",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "EnvironmentalCrises"
      ],
      "category_children": [],
      "child_count": 0,
      "synset_count": 1,
      "synsets": [
        "fresh_water_overutilization.n.01"
      ],
      "canonical_synset": "fresh_water_overutilization.n.01",
      "lemmas": [
        "fresh water overutilization",
        "freshwater overuse",
        "freshwater overexploitation",
        "water resource depletion",
        "excessive freshwater consumption"
      ],
      "pos": "noun",
      "definition": "the excessive consumption or extraction of freshwater resources beyond sustainable levels, leading to depletion of aquifers, rivers, or lakes and potentially causing ecological or social harm",
      "child_concepts": []
    },
    {
      "sumo_term": "Fungivore",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organism"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "An organism that exclusively eats fungus",
      "synset_count": 1,
      "synsets": [
        "fungivore.n.01"
      ],
      "canonical_synset": "fungivore.n.01",
      "lemmas": [
        "fungivore"
      ],
      "pos": "noun",
      "definition": "An organism that exclusively eats fungus",
      "child_concepts": []
    },
    {
      "sumo_term": "Fungus",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organism"
      ],
      "category_children": [
        "FungalAgent"
      ],
      "child_count": 1,
      "sumo_definition": "A eukaryotic &%Organism characterized by the\nabsence of chlorophyll and the presence of rigid cell walls. Included\nhere are both slime molds and true fungi such as yeasts, molds, mildews,\nand mushrooms.",
      "synset_count": 50,
      "synsets": [
        "02600447.a",
        "02606502.a",
        "02659404.a",
        "02714433.a",
        "02721979.a",
        "02832678.a",
        "03023077.a",
        "11590783.n",
        "11592146.n",
        "11594676.n",
        "12963140.n",
        "12963307.n",
        "12963494.n",
        "12963628.n",
        "12963796.n",
        "12964130.n",
        "12964321.n",
        "12964572.n",
        "12964750.n",
        "12964920.n",
        "12965056.n",
        "12965209.n",
        "12965463.n",
        "12965626.n",
        "12966048.n",
        "12966193.n",
        "12966290.n",
        "12966386.n",
        "12966581.n",
        "12966804.n",
        "12967124.n",
        "12967281.n",
        "12967504.n",
        "12967656.n",
        "12967776.n",
        "12967955.n",
        "12968136.n",
        "12968309.n",
        "12968408.n",
        "12968658.n",
        "12968882.n",
        "12969131.n",
        "12969425.n",
        "12969670.n",
        "12969927.n",
        "12970193.n",
        "12970293.n",
        "12970379.n",
        "12970560.n",
        "12970872.n"
      ],
      "canonical_synset": "02600447.a",
      "lemmas": [
        "acervate"
      ],
      "pos": "a",
      "definition": "pertaining to a growth of fungi that forms a heaped-up mass",
      "lexname": "adj.pert",
      "child_concepts": []
    },
    {
      "sumo_term": "FutureCognition",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Cognitive processes that involve reasoning about, predicting, or preparing for future states and possibilities.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Cognitive processes that involve reasoning about, predicting, or preparing for future states and possibilities.",
      "relationships": {
        "related": [
          "MemoryProcess",
          "PerceptualProcess",
          "EmotionalProcess",
          "LearningProcess"
        ],
        "has_part": [
          "AnticipatoryCognition",
          "CosmicPreparationCognition",
          "FutureProjection",
          "PropheticCognition",
          "ScenarioBuildingProcess"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She carefully considered how her career choices today would affect her retirement plans.",
          "The team built multiple scenarios to prepare for different market conditions next year.",
          "He believed his research would help train the AI systems of tomorrow.",
          "The prophet warned that humanity must prepare for the coming transformation.",
          "Scientists modeled climate projections to anticipate environmental changes decades ahead.",
          "The strategist analyzed trends to forecast which technologies would dominate the industry."
        ],
        "negative_examples": [
          "She remembered her childhood summers at the lake vividly.",
          "He focused intently on solving the mathematical equation in front of him.",
          "The detective analyzed the crime scene evidence methodically.",
          "She felt overwhelmed by the emotional weight of the recent loss.",
          "The musician practiced scales to improve her finger dexterity.",
          "He made a snap decision based on his immediate gut reaction."
        ],
        "disambiguation": "Not to be confused with: MemoryProcess, PerceptualProcess, EmotionalProcess, LearningProcess"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027796Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "AnticipatoryCognition",
        "CosmicPreparationCognition",
        "FutureProjection",
        "PropheticCognition",
        "ScenarioBuildingProcess"
      ]
    },
    {
      "sumo_term": "GeneticallyEngineeredOrganism",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organism"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The class of &%Organisms that \nare not found originally in nature, but are produced in a laboratory by \nmanipulating the genes of naturally occurring organisms.",
      "synset_count": 1,
      "synsets": [
        "genetically_engineered_organism.n.01"
      ],
      "canonical_synset": "genetically_engineered_organism.n.01",
      "lemmas": [
        "genetically-engineered-organism",
        "genetically_engineered_organism",
        "genetically engineered organism"
      ],
      "pos": "noun",
      "definition": "The class of &%Organisms that \nare not found originally in nature, but are produced in a laboratory by \nmanipulating the genes of naturally occurring organisms.",
      "child_concepts": []
    },
    {
      "sumo_term": "GeologicalProcess",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Motion"
      ],
      "category_children": [
        "CarbonCycle",
        "EarthTremor",
        "Earthquake",
        "Erosion",
        "LandSubsidence",
        "Landslide",
        "VolcanicEruption"
      ],
      "child_count": 7,
      "sumo_definition": "The class of activities that\nare caused by geological forces and affect geological features,\nand which may affect the biosphere as well.",
      "synset_count": 1,
      "synsets": [
        "13486838.n"
      ],
      "canonical_synset": "13486838.n",
      "lemmas": [
        "geological_process",
        "geologic_process"
      ],
      "pos": "n",
      "definition": "(geology) a natural process whereby geological features are modified",
      "lexname": "noun.process",
      "child_concepts": [
        "CarbonCycle",
        "Earthquake",
        "LandSubsidence",
        "VolcanicGasRelease"
      ]
    },
    {
      "sumo_term": "GeologicalSubstance",
      "layer": 2,
      "parent_concepts": [
        "Substance"
      ],
      "child_concepts": [
        "Crystal",
        "Mineral",
        "Rock",
        "Soil",
        "NaturalSubstance"
      ],
      "definition": "Grouping category for Crystal, Mineral, Rock...",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "GoalMisgeneralization",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A failure mode where\nan AI pursues a goal that differs from the intended training objective due to\ndistributional shift or specification ambiguity.",
      "synset_count": 1,
      "synsets": [
        "goal_misgeneralization.n.01"
      ],
      "canonical_synset": "goal_misgeneralization.n.01",
      "lemmas": [
        "goal misgeneralization",
        "goal_misgeneralization",
        "goal-misgeneralization"
      ],
      "pos": "noun",
      "definition": "A failure mode where\nan AI pursues a goal that differs from the intended training objective due to\ndistributional shift or specification ambiguity.",
      "child_concepts": []
    },
    {
      "sumo_term": "GovernmentOrgs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Organizations that are part of or authorized by government to perform official functions or regulatory duties.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Organizations that are part of or authorized by government to perform official functions or regulatory duties.",
      "relationships": {
        "related": [
          "Corporation",
          "NonProfit",
          "EducationalInstitution",
          "ReligiousOrganization"
        ],
        "has_part": [
          "GovernmentOrganization",
          "LegislativeOrganization",
          "Commission",
          "CopyrightAuthority",
          "TransportationAuthority"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The Federal Communications Commission regulates broadcasting standards.",
          "The Department of Transportation oversees highway safety regulations.",
          "Congress passed new legislation on environmental protection.",
          "The Patent and Trademark Office approved the new invention filing.",
          "The Metropolitan Transportation Authority announced service changes.",
          "A special commission was formed to investigate the banking crisis."
        ],
        "negative_examples": [
          "Microsoft Corporation released its quarterly earnings report.",
          "The Red Cross provided disaster relief to flood victims.",
          "Harvard University announced new admission policies.",
          "The local church organized a community food drive.",
          "Amazon hired thousands of new warehouse workers.",
          "The neighborhood association held its annual meeting."
        ],
        "disambiguation": "Not to be confused with: Corporation, NonProfit, EducationalInstitution, ReligiousOrganization"
      },
      "meld_source": {
        "meld_id": "org.hatcat/organization-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.506447Z",
        "pack_version": "7.6.28"
      },
      "child_concepts": [
        "GovernmentOrganization",
        "LegislativeOrganization",
        "Commission",
        "CopyrightAuthority",
        "TransportationAuthority"
      ]
    },
    {
      "sumo_term": "GrammaticalGender",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "InternalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "In linguistics, &%GrammaticalGender is a specific form of &%Noun\nclass system in which the division of &%Noun classes forms an agreement system with another aspect of the &%Language,\nsuch as &%Adjectives, &%Articles, &%Pronouns, or &%Verbs.",
      "synset_count": 1,
      "synsets": [
        "grammatical_gender.n.01"
      ],
      "canonical_synset": "grammatical_gender.n.01",
      "lemmas": [
        "grammatical gender",
        "grammatical-gender",
        "grammatical_gender"
      ],
      "pos": "noun",
      "definition": "In linguistics, &%GrammaticalGender is a specific form of &%Noun\nclass system in which the division of &%Noun classes forms an agreement system with another aspect of the &%Language,\nsuch as &%Adjectives, &%Articles, &%Pronouns, or &%Verbs.",
      "child_concepts": []
    },
    {
      "sumo_term": "GreenhouseGas",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Substance"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%GreenhouseGas is the subclass of\nsubstances that, when present in the atmosphere, trap infrared\nradiation and cause global warming.  Greenhouse gases include\ncarbon dioxide, hydrofluorocarbons, methane, nitrous oxide, ozone,\nand water vapor.",
      "synset_count": 1,
      "synsets": [
        "14877234.n"
      ],
      "canonical_synset": "14877234.n",
      "lemmas": [
        "greenhouse_gas",
        "greenhouse_emission"
      ],
      "pos": "n",
      "definition": "a gas that contributes to the greenhouse effect by absorbing infrared radiation",
      "lexname": "noun.substance",
      "child_concepts": []
    },
    {
      "sumo_term": "Group",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AutonomousAgent"
      ],
      "category_children": [
        "FileSystem",
        "GroupOfAnimals",
        "GroupOfPeople",
        "Organization"
      ],
      "child_count": 4,
      "sumo_definition": "A &%Collection of &%Agents, e.g. a flock\nof sheep, a herd of goats, or the local Boy Scout troop.",
      "synset_count": 50,
      "synsets": [
        "00031264.n",
        "00162938.r",
        "01384313.n",
        "02643082.a",
        "03074922.a",
        "07019743.n",
        "07941729.n",
        "07950920.n",
        "07955726.n",
        "07959659.n",
        "07968974.n",
        "07969366.n",
        "07970301.n",
        "07971298.n",
        "07973241.n",
        "07974025.n",
        "07974850.n",
        "07976069.n",
        "07976181.n",
        "07976596.n",
        "07985948.n",
        "07986066.n",
        "07986617.n",
        "07987216.n",
        "07987380.n",
        "07987580.n",
        "07987689.n",
        "07987794.n",
        "07987903.n",
        "07988010.n",
        "07988716.n",
        "07988857.n",
        "07989083.n",
        "07989220.n",
        "07990158.n",
        "07990377.n",
        "07990956.n",
        "07991169.n",
        "07991272.n",
        "07991579.n",
        "07991780.n",
        "07991868.n",
        "07991994.n",
        "07992116.n",
        "07992222.n",
        "07999471.n",
        "08003306.n",
        "08064372.n",
        "08064523.n",
        "08064742.n"
      ],
      "canonical_synset": "00031264.n",
      "lemmas": [
        "group",
        "grouping"
      ],
      "pos": "n",
      "definition": "any number of entities (members) considered as a unit",
      "lexname": "noun.Tops",
      "child_concepts": [
        "FileSystem",
        "GroupOfAnimals",
        "GroupOfPeople"
      ]
    },
    {
      "sumo_term": "HeadAndFace",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Anatomical parts of the head and face region, including facial features, sensory organs, and cranial structures.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Anatomical parts of the head and face region, including facial features, sensory organs, and cranial structures.",
      "relationships": {
        "related": [
          "Arms",
          "Legs",
          "Torso",
          "Hands",
          "Feet"
        ],
        "has_part": [
          "Auricle",
          "Chin",
          "Cornea",
          "Eardrum",
          "Eyebrow",
          "Face",
          "Forehead",
          "Head",
          "Jaw",
          "Lip",
          "Mouth",
          "NasalSeptum",
          "Tongue"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She touched her forehead to check for fever.",
          "The boxer's jaw was bruised after the fight.",
          "He raised his eyebrows in surprise at the news.",
          "The doctor examined the patient's eardrum with an otoscope.",
          "She applied lipstick to her lips before the date.",
          "The surgeon repaired the damaged cornea to restore vision."
        ],
        "negative_examples": [
          "He flexed his biceps to show his strength.",
          "She massaged her sore shoulders after work.",
          "The athlete stretched his hamstring muscles.",
          "He broke his wrist falling off the bike.",
          "She painted her fingernails bright red.",
          "The doctor checked his pulse at the wrist."
        ],
        "disambiguation": "Not to be confused with: Arms, Legs, Torso, Hands, Feet"
      },
      "meld_source": {
        "meld_id": "org.hatcat/bodypart-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.885701Z",
        "pack_version": "7.6.10"
      },
      "child_concepts": [
        "Auricle",
        "Chin",
        "Cornea",
        "Eardrum",
        "Eyebrow",
        "Face",
        "Forehead",
        "Head",
        "Jaw",
        "Lip",
        "Mouth",
        "NasalSeptum",
        "Tongue"
      ]
    },
    {
      "sumo_term": "Helping",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AgentAction"
      ],
      "category_children": [
        "ForeignInternalDefense",
        "SupportCI",
        "SupportDC",
        "SupportEPW",
        "SupportHNAssistance",
        "SupportIO",
        "UnconventionalWarfare"
      ],
      "child_count": 7,
      "sumo_definition": "From WordNet: give help or assistance, be of\nservice. Examples: Everyone helped out during the earthquake. Can you\nhelp me carry this table? She never helps around the house.",
      "synset_count": 9,
      "synsets": [
        "01211667.n",
        "01213886.n",
        "01214863.n",
        "01215036.n",
        "01215168.n",
        "01215392.n",
        "01215719.n",
        "01215902.n",
        "02547586.v"
      ],
      "canonical_synset": "01211667.n",
      "lemmas": [
        "consolation",
        "comfort",
        "solace"
      ],
      "pos": "n",
      "definition": "the act of consoling; giving relief in affliction",
      "lexname": "noun.act",
      "child_concepts": [
        "AIWatermarking",
        "AdversarialRobustness",
        "AuthenticRepresentation",
        "AuthorizedDocumentation",
        "BeneficialInstructionalContent",
        "ConsentfulDepiction",
        "DeepfakeDetection",
        "EquitableMultimodalPerformance",
        "GoodFaithQuery",
        "OriginalCreativeExpression",
        "OriginalVoiceExpression",
        "SyntheticMediaProvenance",
        "TransparentAnalysis",
        "MultimodalBeneficialIntent"
      ]
    },
    {
      "sumo_term": "Herbivore",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organism"
      ],
      "category_children": [
        "Elephant",
        "Panda"
      ],
      "child_count": 2,
      "sumo_definition": "A plant-eating &%Mammal.",
      "synset_count": 1,
      "synsets": [
        "01324610.n"
      ],
      "canonical_synset": "01324610.n",
      "lemmas": [
        "herbivore"
      ],
      "pos": "n",
      "definition": "any animal that feeds chiefly on grass and other plants",
      "lexname": "noun.animal",
      "child_concepts": [
        "ElephantFamily",
        "ElephantSpecies",
        "Elephant_Elephant",
        "Elephant_Elephantidae",
        "GiantPanda",
        "PandaGenus",
        "Panda_Ailuropoda",
        "Panda_Giant Panda"
      ]
    },
    {
      "sumo_term": "HeuristicsAndBiasCorrection",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Cognitive processes that use mental shortcuts or attempt to counteract systematic thinking errors and unfair judgments.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Cognitive processes that use mental shortcuts or attempt to counteract systematic thinking errors and unfair judgments.",
      "relationships": {
        "related": [
          "MemoryProcess",
          "AttentionProcess",
          "LearningProcess",
          "PerceptualProcess",
          "ReasoningProcess"
        ],
        "has_part": [
          "BiasCorrectionStrategy",
          "CognitiveHeuristic",
          "CounterBiasDistortionSignal",
          "FairnessMetacognitionSignal"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She used a rule of thumb to quickly estimate the project timeline.",
          "The hiring manager checked himself for unconscious bias when reviewing resumes.",
          "He relied on his gut instinct to make the investment decision.",
          "The judge reminded herself to consider all evidence equally regardless of the defendant's appearance.",
          "They implemented a structured decision framework to avoid groupthink.",
          "She noticed her first impression might be unfair and reconsidered her assessment."
        ],
        "negative_examples": [
          "The computer algorithm automatically sorted the data by relevance.",
          "She carefully analyzed each piece of evidence before reaching a conclusion.",
          "The team followed the established protocol step by step.",
          "He memorized the facts for the upcoming exam.",
          "They perceived the optical illusion as intended by the artist.",
          "The student focused intently on understanding the complex theorem."
        ],
        "disambiguation": "Not to be confused with: MemoryProcess, AttentionProcess, LearningProcess, PerceptualProcess, ReasoningProcess"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027799Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "ColorblindHarm",
        "HyperCautiousMasking",
        "Overcompensation",
        "PerformativeFairness",
        "AvailabilityHeuristic",
        "ConfirmationBias",
        "RepresentativenessHeuristic",
        "CounterBiasDistortionSignal",
        "FairnessMetacognitionSignal"
      ]
    },
    {
      "sumo_term": "HydrophilicLipidHead",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Substance"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The class of heads of molecules that have \nhydrophilic heads.",
      "synset_count": 1,
      "synsets": [
        "hydrophilic_lipid_head.n.01"
      ],
      "canonical_synset": "hydrophilic_lipid_head.n.01",
      "lemmas": [
        "hydrophilic-lipid-head",
        "hydrophilic_lipid_head",
        "hydrophilic lipid head"
      ],
      "pos": "noun",
      "definition": "The class of heads of molecules that have \nhydrophilic heads.",
      "child_concepts": []
    },
    {
      "sumo_term": "HydrophobicLipidTail",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Substance"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The class of tails of molecules that have \nhydrophobic tails.",
      "synset_count": 1,
      "synsets": [
        "hydrophobic_lipid_tail.n.01"
      ],
      "canonical_synset": "hydrophobic_lipid_tail.n.01",
      "lemmas": [
        "hydrophobic_lipid_tail",
        "hydrophobic-lipid-tail",
        "hydrophobic lipid tail"
      ],
      "pos": "noun",
      "definition": "The class of tails of molecules that have \nhydrophobic tails.",
      "child_concepts": []
    },
    {
      "sumo_term": "ITAgent",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AutonomousAgent"
      ],
      "category_children": [
        "Computer",
        "Human"
      ],
      "child_count": 2,
      "sumo_definition": "agent capable of performing ITProcess",
      "synset_count": 1,
      "synsets": [
        "i_t_agent.n.01"
      ],
      "canonical_synset": "i_t_agent.n.01",
      "lemmas": [
        "i-t-agent",
        "i t agent",
        "i_t_agent"
      ],
      "pos": "noun",
      "definition": "agent capable of performing ITProcess",
      "child_concepts": [
        "EngineControlModule",
        "IgnitionControlModule",
        "Laptop",
        "SmartPhone",
        "TabletComputer"
      ]
    },
    {
      "sumo_term": "Icon",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "PhysicalMedia"
      ],
      "category_children": [
        "ArrowIcon",
        "Blueprint",
        "Chart",
        "ComputerTouchscreenKeyboard",
        "Flag",
        "Logo",
        "Map",
        "RepresentationalArtWork",
        "TradingCard",
        "UIElement",
        "UserDirectAction"
      ],
      "child_count": 11,
      "sumo_definition": "This is the subclass of &%ContentBearingPhysical\nwhich are not part of a &%Language and which have some sort of similarity\nwith the &%Objects that they represent.  This &%Class would include symbolic\nroadway signs, representational art works, photographs, etc.",
      "synset_count": 50,
      "synsets": [
        "00023958.r",
        "00132797.r",
        "00138852.r",
        "00202677.s",
        "00203495.s",
        "00310847.r",
        "00446735.r",
        "00515622.s",
        "00915420.s",
        "00921738.v",
        "00922025.v",
        "00987071.v",
        "01021794.a",
        "01021923.a",
        "01233225.s",
        "01235439.s",
        "01236842.s",
        "01236964.s",
        "01237656.s",
        "01238773.s",
        "01238914.s",
        "01565396.a",
        "01565751.a",
        "01607120.s",
        "01686956.v",
        "02485050.s",
        "02516785.s",
        "02568076.s",
        "02619839.a",
        "02667550.a",
        "02673345.a",
        "02712907.n",
        "02736808.a",
        "02745453.a",
        "02778122.a",
        "02845425.n",
        "02846399.n",
        "02853991.n",
        "02856109.n",
        "02861617.a",
        "02869965.n",
        "02906254.n",
        "02915807.n",
        "02993081.n",
        "02993591.a",
        "03008565.n",
        "03015975.n",
        "03016056.n",
        "03044278.n",
        "03045059.a"
      ],
      "canonical_synset": "00023958.r",
      "lemmas": [
        "pictorially"
      ],
      "pos": "r",
      "definition": "in a pictorial manner",
      "lexname": "adv.all",
      "child_concepts": [
        "ArrowIcon",
        "Blueprint",
        "Chart",
        "Flag",
        "Map",
        "RepresentationalArtWork",
        "TradingCard",
        "UIElement"
      ]
    },
    {
      "sumo_term": "IndustrialPollution",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "EnvironmentalCrises"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%IndustrialPollution is\nthe subclass of &%Pollution characterized by pollutants that\noriginate in industrial processes.",
      "synset_count": 1,
      "synsets": [
        "industrial_pollution.n.01"
      ],
      "canonical_synset": "industrial_pollution.n.01",
      "lemmas": [
        "industrial_pollution",
        "industrial pollution",
        "industrial-pollution"
      ],
      "pos": "noun",
      "definition": "&%IndustrialPollution is\nthe subclass of &%Pollution characterized by pollutants that\noriginate in industrial processes.",
      "child_concepts": []
    },
    {
      "sumo_term": "IndustrialSubstance",
      "layer": 2,
      "parent_concepts": [
        "Substance"
      ],
      "child_concepts": [
        "ConductorSubstance",
        "ExplosiveSubstance",
        "Fuel",
        "InsulatorSubstance",
        "Lubricant",
        "Surfactant",
        "SyntheticSubstance",
        "Wicker",
        "Mixture",
        "Effluent",
        "Powder"
      ],
      "definition": "Grouping category for ConductorSubstance, ExplosiveSubstance, Fuel...",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "IndustryAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Attributes that classify objects, materials, or organizations by their industrial, commercial, or technical characteristics.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Attributes that classify objects, materials, or organizations by their industrial, commercial, or technical characteristics.",
      "relationships": {
        "related": [
          "PhysicalAttribute",
          "TemporalAttribute",
          "LocationAttribute",
          "QuantityAttribute",
          "QualityAttribute"
        ],
        "has_part": [
          "ArtifactAttribute",
          "IndustryAttribute",
          "HazardousMaterialTransportAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The pharmaceutical company obtained FDA approval for its new drug.",
          "This steel meets automotive industry grade specifications.",
          "The chemical is classified as a Class 3 flammable liquid for shipping.",
          "The textile manufacturer specializes in organic cotton production.",
          "The software company focuses on enterprise-level security solutions.",
          "These components are rated for aerospace industry standards."
        ],
        "negative_examples": [
          "The red car was parked outside the building.",
          "She felt happy about her promotion at work.",
          "The temperature reached 85 degrees yesterday.",
          "The book contains 300 pages of historical information.",
          "He lives in a two-story house with a garden.",
          "The movie lasted for two hours and fifteen minutes."
        ],
        "disambiguation": "Not to be confused with: PhysicalAttribute, TemporalAttribute, LocationAttribute, QuantityAttribute, QualityAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802488Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "ArtifactAttribute",
        "IndustryAttribute",
        "HazardousMaterialTransportAttribute"
      ]
    },
    {
      "sumo_term": "InfiniteQuantity",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Quantity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Any &%Quantity that is not limited or bounded\nin magnitude.",
      "synset_count": 1,
      "synsets": [
        "infinite_quantity.n.01"
      ],
      "canonical_synset": "infinite_quantity.n.01",
      "lemmas": [
        "infinite_quantity",
        "infinite-quantity",
        "infinite quantity"
      ],
      "pos": "noun",
      "definition": "Any &%Quantity that is not limited or bounded\nin magnitude.",
      "child_concepts": []
    },
    {
      "sumo_term": "InheritableRelation",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Relation"
      ],
      "category_children": [
        "BinaryFunction",
        "BinaryPredicate",
        "BinaryRelation",
        "CaseRole",
        "Function",
        "IntentionalRelation",
        "ObjectAttitude",
        "Predicate",
        "ProbabilityRelation",
        "PropositionalAttitude",
        "QuaternaryFunction",
        "QuaternaryPredicate",
        "QuaternaryRelation",
        "QuintaryPredicate",
        "QuintaryRelation",
        "RelationExtendedToQuantities",
        "SingleValuedRelation",
        "SpatialRelation",
        "TemporalRelation",
        "TernaryFunction"
      ],
      "child_count": 24,
      "sumo_definition": "The class of &%Relations whose\nproperties can be inherited downward in the class hierarchy via the\n&%subrelation &%Predicate.",
      "synset_count": 1,
      "synsets": [
        "inheritable_relation.n.01"
      ],
      "canonical_synset": "inheritable_relation.n.01",
      "lemmas": [
        "inheritable_relation",
        "inheritable-relation",
        "inheritable relation"
      ],
      "pos": "noun",
      "definition": "The class of &%Relations whose\nproperties can be inherited downward in the class hierarchy via the\n&%subrelation &%Predicate.",
      "child_concepts": [
        "CaseRole",
        "SequenceFunction",
        "UnitOfMeasureMultiplier"
      ]
    },
    {
      "sumo_term": "InstrumentalConvergence",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The thesis and\nobserved process that intelligent agents pursue similar instrumental goals\nsuch as self-preservation and resource acquisition.",
      "synset_count": 1,
      "synsets": [
        "instrumental_convergence.n.01"
      ],
      "canonical_synset": "instrumental_convergence.n.01",
      "lemmas": [
        "instrumental-convergence",
        "instrumental convergence",
        "instrumental_convergence"
      ],
      "pos": "noun",
      "definition": "The thesis and\nobserved process that intelligent agents pursue similar instrumental goals\nsuch as self-preservation and resource acquisition.",
      "child_concepts": []
    },
    {
      "sumo_term": "IntelligenceCognition",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A CognitiveProcess that analyzes obscured or complex systems to extract hidden information, patterns, or structures.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "A CognitiveProcess that analyzes obscured or complex systems to extract hidden information, patterns, or structures.",
      "relationships": {
        "related": [
          "LearningProcess",
          "DecisionMaking",
          "ProblemSolving",
          "MemoryRetrieval"
        ],
        "has_part": [
          "ReverseEngineeringProcess",
          "SteganalysisProcess"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The security analyst reverse-engineered the malware to understand its attack vector.",
          "She examined the digital image for hidden steganographic messages using specialized tools.",
          "The team analyzed the competitor's product to determine its internal architecture.",
          "Researchers used steganalysis techniques to detect covert communication channels.",
          "He disassembled the firmware to identify potential security vulnerabilities.",
          "The forensic expert searched for concealed data embedded within the audio file."
        ],
        "negative_examples": [
          "The programmer debugged the code to fix a syntax error.",
          "She learned a new programming language through online tutorials.",
          "The student memorized the periodic table for tomorrow's chemistry exam.",
          "He made a decision about which restaurant to visit for dinner.",
          "The detective gathered witness statements to solve the case.",
          "She planned her weekly schedule using a digital calendar."
        ],
        "disambiguation": "Not to be confused with: LearningProcess, DecisionMaking, ProblemSolving, MemoryRetrieval"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027802Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "ReverseEngineeringProcess",
        "SteganalysisProcess"
      ]
    },
    {
      "sumo_term": "IntelligenceEntity",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [
        "CoverIdentity",
        "CryptographicEntity",
        "DetectionSignal",
        "IntelligenceReport",
        "IntelligenceSource",
        "SteganographicEntity"
      ],
      "child_count": 6,
      "sumo_definition": "An AbstractEntity used in intelligence analysis, including sources,\n   reports, signals, indicators, covers, and tradecraft patterns.",
      "synset_count": 1,
      "synsets": [
        "intelligence_entity.n.01"
      ],
      "canonical_synset": "intelligence_entity.n.01",
      "lemmas": [
        "intelligence-entity",
        "intelligence entity",
        "intelligence_entity"
      ],
      "pos": "noun",
      "definition": "An AbstractEntity used in intelligence analysis, including sources,\n   reports, signals, indicators, covers, and tradecraft patterns.",
      "child_concepts": [
        "CoverIdentity",
        "CipherText",
        "CryptographicKey",
        "EncryptionScheme",
        "PlainText",
        "IntelligenceReport",
        "IntelligenceSource",
        "CoverMedium",
        "EmbeddingScheme",
        "HiddenPayload"
      ]
    },
    {
      "sumo_term": "IntentionalRelation",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Relation"
      ],
      "category_children": [
        "ObjectAttitude",
        "PropositionalAttitude"
      ],
      "child_count": 2,
      "sumo_definition": "The &%Class of &%Relations between\nan &%AutonomousAgent and one or more &%Entities, where the &%Relation requires that\nthe &%AutonomousAgent have awareness of the &%Entity.",
      "synset_count": 50,
      "synsets": [
        "00190653.s",
        "00190960.s",
        "00191265.s",
        "00191603.a",
        "00192026.s",
        "00192332.s",
        "00192523.s",
        "00192756.a",
        "00192880.a",
        "01516961.s",
        "01935139.s",
        "01935301.s",
        "01935935.s",
        "02417389.v",
        "04661389.n",
        "05672286.n",
        "05675905.n",
        "06195249.n",
        "06195418.n",
        "06195698.n",
        "06198876.n",
        "06199142.n",
        "06199446.n",
        "06199561.n",
        "06199702.n",
        "06200178.n",
        "06200344.n",
        "06200617.n",
        "06200741.n",
        "06200929.n",
        "06201042.n",
        "06201136.n",
        "06201778.n",
        "06201908.n",
        "06202296.n",
        "06202429.n",
        "06203222.n",
        "06203603.n",
        "06204289.n",
        "06204406.n",
        "06204623.n",
        "06205154.n",
        "06206021.n",
        "06206470.n",
        "06206576.n",
        "06206800.n",
        "06207029.n",
        "06207199.n",
        "06207437.n",
        "06210171.n"
      ],
      "canonical_synset": "00190653.s",
      "lemmas": [
        "alert",
        "alive",
        "awake"
      ],
      "pos": "s",
      "definition": "mentally perceptive and responsive",
      "lexname": "adj.all",
      "child_concepts": [
        "ObjectAttitude",
        "Believing",
        "Disbelieving",
        "Doubting",
        "SuspendingJudgment"
      ]
    },
    {
      "sumo_term": "Interpretability",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Mathematical structures and methods for understanding and analyzing conceptual representations in abstract spaces.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Mathematical structures and methods for understanding and analyzing conceptual representations in abstract spaces.",
      "relationships": {
        "related": [
          "MathematicalObject",
          "LogicalConstruct",
          "TheoreticalFramework",
          "InformationStructure"
        ],
        "has_part": [
          "ConceptBoundary",
          "ConceptManifold",
          "ConceptPoint",
          "ConceptRegion",
          "ConceptualSpace",
          "EmbeddingMap",
          "LensConceptAxis"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The researchers used dimensionality reduction to visualize the embedding space.",
          "We identified decision boundaries that separate different concept clusters.",
          "The activation manifold reveals how the model organizes semantic information.",
          "Linear probes can detect specific concepts along interpretable axes.",
          "The concept region shows where similar meanings are grouped together.",
          "Mapping tokens to embedding vectors helps understand model representations."
        ],
        "negative_examples": [
          "The algorithm made a prediction with 95% accuracy.",
          "We trained the model on a large corpus of text data.",
          "The network has twelve attention heads and 768 dimensions.",
          "The loss function decreased steadily during training.",
          "We fine-tuned the model on downstream tasks.",
          "The computational complexity is O(n squared) for this operation."
        ],
        "disambiguation": "Not to be confused with: MathematicalObject, LogicalConstruct, TheoreticalFramework, InformationStructure"
      },
      "meld_source": {
        "meld_id": "org.hatcat/abstractentity-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.649098Z",
        "pack_version": "7.6.7"
      },
      "child_concepts": [
        "ConceptBoundary",
        "ConceptManifold",
        "ConceptPoint",
        "ConceptRegion",
        "ConceptualSpace",
        "EmbeddingMap",
        "LensConceptAxis"
      ]
    },
    {
      "sumo_term": "Ion",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Substance"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "An electronically charged &%Atom or &%Molecule.  In\nother words, a &%PureSubstance that has lost one of its &%Electrons.",
      "synset_count": 3,
      "synsets": [
        "09197815.n",
        "09238294.n",
        "09315159.n"
      ],
      "canonical_synset": "09197815.n",
      "lemmas": [
        "anion"
      ],
      "pos": "n",
      "definition": "a negatively charged ion",
      "lexname": "noun.object",
      "child_concepts": []
    },
    {
      "sumo_term": "Justification",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "InternalAttribute"
      ],
      "category_children": [
        "InferentialJustification",
        "PerceptualJustification",
        "PragmaticJustification",
        "TestimonialJustification"
      ],
      "child_count": 4,
      "sumo_definition": "An InternalAttribute characterizing the way in which an Agent's\n   belief in a Proposition is supported (or claimed to be supported) by\n   Evidence or reasoning.",
      "synset_count": 1,
      "synsets": [
        "justification.n.01"
      ],
      "canonical_synset": "justification.n.01",
      "lemmas": [
        "justification"
      ],
      "pos": "noun",
      "definition": "An InternalAttribute characterizing the way in which an Agent's\n   belief in a Proposition is supported (or claimed to be supported) by\n   Evidence or reasoning.",
      "child_concepts": [
        "InferentialJustification",
        "PerceptualJustification",
        "PragmaticJustification",
        "TestimonialJustification"
      ]
    },
    {
      "sumo_term": "LanguageProcessing",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A CognitiveProcess that produces, comprehends, or transforms linguistic expressions and their meanings.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "A CognitiveProcess that produces, comprehends, or transforms linguistic expressions and their meanings.",
      "relationships": {
        "related": [
          "MemoryProcess",
          "ReasoningProcess",
          "PlanningProcess",
          "DecisionMakingProcess"
        ],
        "has_part": [
          "DiscourseCoherenceProcess",
          "LanguageComprehensionProcess",
          "LanguageGenerationProcess",
          "LanguageProcess",
          "PragmaticInferenceProcess"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She carefully parsed the complex sentence to understand its meaning.",
          "The author crafted each paragraph to build toward the main argument.",
          "He inferred from her tone that she was being sarcastic.",
          "The translator worked to preserve both literal meaning and cultural context.",
          "The child learned to connect pronouns back to their referents in stories.",
          "She chose her words carefully to convey exactly the right impression."
        ],
        "negative_examples": [
          "She visualized the geometric proof step by step in her mind.",
          "He recalled where he had left his keys yesterday morning.",
          "The student solved the algebra problem using substitution methods.",
          "She planned her route to avoid traffic during rush hour.",
          "He decided between the two job offers based on salary and benefits.",
          "The musician practiced scales to improve finger dexterity."
        ],
        "disambiguation": "Not to be confused with: MemoryProcess, ReasoningProcess, PlanningProcess, DecisionMakingProcess"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027805Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "DiscourseCoherenceProcess",
        "LanguageComprehensionProcess",
        "LanguageGenerationProcess",
        "LanguageProcess",
        "PragmaticInferenceProcess"
      ]
    },
    {
      "sumo_term": "Learning",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [
        "Memorizing"
      ],
      "child_count": 1,
      "sumo_definition": "The &%Class of &%Processes which relate to the\nacquisition of information.",
      "synset_count": 50,
      "synsets": [
        "00043195.n",
        "00151314.n",
        "00151409.n",
        "00151497.n",
        "00151914.n",
        "00152727.n",
        "00153809.n",
        "00155298.n",
        "00155487.n",
        "00155797.n",
        "00155970.n",
        "00156119.n",
        "00156293.n",
        "00595134.v",
        "00595306.v",
        "00597634.v",
        "00597915.v",
        "00598278.v",
        "00598502.v",
        "00598753.v",
        "00598954.v",
        "00599434.v",
        "00599613.v",
        "00599720.v",
        "00599992.v",
        "00600235.v",
        "00600370.v",
        "00601659.v",
        "00602112.v",
        "00602255.v",
        "00602510.v",
        "00602635.v",
        "00602805.v",
        "00603179.v",
        "00603298.v",
        "00603822.v",
        "00603981.v",
        "00604094.v",
        "00604225.v",
        "00604449.v",
        "00604930.v",
        "00605086.v",
        "00605310.v",
        "00605671.v",
        "00605783.v",
        "00606093.v",
        "00606335.v",
        "00606471.v",
        "00606600.v",
        "00606850.v"
      ],
      "canonical_synset": "00043195.n",
      "lemmas": [
        "discovery",
        "find",
        "uncovering"
      ],
      "pos": "n",
      "definition": "the act of discovering something",
      "lexname": "noun.act",
      "child_concepts": [
        "CognitiveDevelopmentProcess",
        "LearningProcess",
        "DriftSignal",
        "DataSparsitySignal",
        "RecommenderHijackSignal"
      ]
    },
    {
      "sumo_term": "LegalAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Attributes that characterize legal systems, agents, or politico-economic frameworks within juridical contexts.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Attributes that characterize legal systems, agents, or politico-economic frameworks within juridical contexts.",
      "relationships": {
        "related": [
          "PhysicalAttribute",
          "TemporalAttribute",
          "SocialAttribute",
          "CognitiveTrait"
        ],
        "has_part": [
          "LegalAgent",
          "LegalSystemAttribute",
          "PoliticoEconomicAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The defendant's legal standing in this case is questionable.",
          "This country operates under a common law system.",
          "The corporation acts as a legal entity in contract negotiations.",
          "Federal jurisdiction applies to interstate commerce disputes.",
          "The plaintiff has constitutional rights that must be protected.",
          "Parliamentary democracy defines this nation's governmental structure."
        ],
        "negative_examples": [
          "The company's financial performance improved this quarter.",
          "She has excellent communication skills for teamwork.",
          "The building's architectural style is modernist.",
          "His academic credentials include a PhD in chemistry.",
          "The software has user-friendly interface features.",
          "The patient's medical history shows no allergies."
        ],
        "disambiguation": "Not to be confused with: PhysicalAttribute, TemporalAttribute, SocialAttribute, CognitiveTrait"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802497Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "CorporatePerson",
        "CityGovernment",
        "FederalHousingAdministration",
        "NationalGovernment",
        "StateGovernment",
        "GovernmentAgency",
        "HumanAdult",
        "NonProfitOrganization",
        "LegalSystemAttribute",
        "FormOfGovernment"
      ]
    },
    {
      "sumo_term": "LegalPropositions",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Formal principles, rules, or policies that govern behavior within legal or institutional frameworks.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Formal principles, rules, or policies that govern behavior within legal or institutional frameworks.",
      "relationships": {
        "related": [
          "ScientificProposition",
          "MathematicalProposition",
          "PhilosophicalProposition",
          "ReligiousProposition"
        ],
        "has_part": [
          "Policy",
          "Constitution",
          "RegionalLaw",
          "SuffrageLaw",
          "BindingCorporateRules"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The new privacy policy outlines how customer data will be protected.",
          "The constitutional amendment guarantees voting rights for all citizens.",
          "State laws require businesses to obtain permits before operating.",
          "Corporate governance rules mandate board independence requirements.",
          "Municipal ordinances prohibit parking on designated streets.",
          "International treaty provisions establish trade agreement terms."
        ],
        "negative_examples": [
          "The scientific theory explains how gravity works.",
          "His personal belief is that honesty is important.",
          "The mathematical theorem proves that angles sum to 180 degrees.",
          "Religious doctrine teaches about spiritual salvation.",
          "The philosophical argument questions the nature of reality.",
          "Historical facts show that the war ended in 1945."
        ],
        "disambiguation": "Not to be confused with: ScientificProposition, MathematicalProposition, PhilosophicalProposition, ReligiousProposition"
      },
      "meld_source": {
        "meld_id": "org.hatcat/proposition-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.578223Z",
        "pack_version": "7.6.29"
      },
      "child_concepts": [
        "ChildrenPolicy",
        "GovernmentPolicyResearch",
        "HousekeepingPolicy",
        "PetPolicy",
        "SmokingPolicy",
        "Constitution",
        "RegionalLaw",
        "RestrictedSuffrage",
        "VoterAgeRequirement",
        "BindingCorporateRules"
      ]
    },
    {
      "sumo_term": "LexiconCategory",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "InternalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "WordNet category: noun, verb, adjective or adverb",
      "synset_count": 1,
      "synsets": [
        "lexicon_category.n.01"
      ],
      "canonical_synset": "lexicon_category.n.01",
      "lemmas": [
        "lexicon-category",
        "lexicon category",
        "lexicon_category"
      ],
      "pos": "noun",
      "definition": "WordNet category: noun, verb, adjective or adverb",
      "child_concepts": []
    },
    {
      "sumo_term": "LinguisticExpression",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "PhysicalMedia"
      ],
      "category_children": [
        "AlphaNumericString",
        "AlphabeticString",
        "Language",
        "LiteraryDevice",
        "Morpheme",
        "Phrase",
        "PostalAddressText",
        "Sentence",
        "SymbolicExpressionRepresentation",
        "Text",
        "Word",
        "WritingStyle"
      ],
      "child_count": 12,
      "sumo_definition": "This is the subclass of\n&%ContentBearingPhysical which are language-related.  Note that this &%Class\nencompasses both &%Language and the the elements of &%Languages,\ne.g. &%Words.",
      "synset_count": 50,
      "synsets": [
        "00102201.a",
        "00102786.s",
        "00103696.a",
        "00103953.s",
        "00113015.a",
        "00113245.a",
        "00143840.r",
        "00143946.r",
        "00144033.r",
        "00159690.r",
        "00160086.r",
        "00202508.s",
        "00330833.r",
        "00361446.r",
        "00442540.r",
        "00456954.r",
        "00549675.s",
        "00549826.s",
        "00552315.a",
        "00552618.a",
        "00563789.s",
        "00564858.s",
        "00565565.s",
        "00766957.s",
        "00870614.a",
        "00870827.a",
        "01146012.a",
        "01146207.a",
        "01296816.s",
        "01418989.s",
        "01419149.a",
        "01419638.s",
        "01419999.s",
        "01420488.s",
        "01420899.s",
        "01540871.s",
        "01541258.s",
        "01973823.s",
        "02004385.s",
        "02005460.s",
        "02182862.a",
        "02182979.a",
        "02183135.s",
        "02183421.a",
        "02183512.a",
        "02349685.a",
        "02349852.a",
        "02350035.a",
        "02482790.s",
        "02613206.a"
      ],
      "canonical_synset": "00102201.a",
      "lemmas": [
        "ambiguous"
      ],
      "pos": "a",
      "definition": "having more than one possible meaning",
      "lexname": "adj.all",
      "child_concepts": [
        "Language",
        "LiteraryDevice",
        "Morpheme",
        "Phrase",
        "Sentence",
        "SymbolicExpressionRepresentation",
        "Word",
        "WritingStyle"
      ]
    },
    {
      "sumo_term": "ListeningAndGuiding",
      "layer": 2,
      "parent_concepts": [
        "SocialLife"
      ],
      "child_concepts": [
        "Commenting",
        "Guiding",
        "Listening",
        "Pursuing"
      ],
      "definition": "Grouping category for Commenting, Guiding, Listening...",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "LyricalContent",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%LyricalContent is the conceptual\nidea of &%Lyrics.",
      "synset_count": 2,
      "synsets": [
        "07051975.n",
        "07052619.n"
      ],
      "canonical_synset": "07051975.n",
      "lemmas": [
        "lyric",
        "words",
        "language"
      ],
      "pos": "n",
      "definition": "the text of a popular song or musical-comedy number",
      "lexname": "noun.communication",
      "child_concepts": []
    },
    {
      "sumo_term": "Maneuver",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AgentAction"
      ],
      "category_children": [
        "Ambush",
        "Attack",
        "BaseballInning",
        "BaseballManeuver",
        "Blockade",
        "Catching",
        "DefensiveManeuver",
        "DirectActionActivity",
        "FootballManeuver",
        "GameShot",
        "GolfManeuver",
        "MilitaryManeuver"
      ],
      "child_count": 12,
      "sumo_definition": "An intentional move or play within a &%Contest.\nIn many cases, a &%Maneuver is a realization of part of a strategy for\nwinning the &%Contest, but it also may be just an arbitrary or semi-arbitrary\ndivision of the overarching &%Contest, e.g. innings in a baseball game.",
      "synset_count": 50,
      "synsets": [
        "00104976.n",
        "00126584.n",
        "00126721.n",
        "00126886.n",
        "00166172.n",
        "00166355.n",
        "00167446.n",
        "00167580.n",
        "00167764.n",
        "00167950.n",
        "00168121.n",
        "00168237.n",
        "00171050.n",
        "00171249.n",
        "00171507.n",
        "00171618.n",
        "00171882.n",
        "00172073.n",
        "00172217.n",
        "00172347.n",
        "00172490.n",
        "00172598.n",
        "00174950.n",
        "00175605.n",
        "00176312.n",
        "00176449.n",
        "00176609.n",
        "00176766.n",
        "00176994.n",
        "00186634.n",
        "00188183.n",
        "00188449.n",
        "00188620.n",
        "00188934.n",
        "00189106.n",
        "00189257.n",
        "00189896.n",
        "00190040.n",
        "00190180.n",
        "00190431.n",
        "00190579.n",
        "00239024.n",
        "00239230.n",
        "00241245.n",
        "00241699.n",
        "00242146.n",
        "00243813.n",
        "00418563.v",
        "00434844.n",
        "00435013.n"
      ],
      "canonical_synset": "00104976.n",
      "lemmas": [
        "bowling"
      ],
      "pos": "n",
      "definition": "(cricket) the act of delivering a cricket ball to the batsman",
      "lexname": "noun.act",
      "child_concepts": [
        "Ambush",
        "Attack",
        "BaseballInning",
        "BaseballManeuver",
        "Blockade",
        "DefensiveManeuver",
        "FootballManeuver",
        "GameShot",
        "GolfManeuver",
        "MilitaryManeuver"
      ]
    },
    {
      "sumo_term": "Manipulation",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A cognitive process that strategically shapes information, presentation, or responses to influence others' perceptions, decisions, or behaviors.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "A cognitive process that strategically shapes information, presentation, or responses to influence others' perceptions, decisions, or behaviors.",
      "relationships": {
        "related": [
          "Learning",
          "Memory",
          "Reasoning",
          "Perception",
          "ProblemSolving"
        ],
        "has_part": [
          "AlgorithmicLaundering",
          "ChameleonPersonaBehavior",
          "DigitalCultFormation",
          "FawnResponsePattern",
          "ForcedSelfContradiction",
          "ManipulativeNarrativeProcess",
          "PRSuppressionProcess",
          "StrategicSelfPresentation",
          "ManipulativeFrameSignal",
          "StrategicAmbiguitySignal",
          "SuggestionImplantSignal"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "simplex_mapping": {
        "status": "unmapped",
        "unmapped_justification": "Manipulation as a cognitive process category is distinct from active manipulation detection; monitoring handled by DeceptionDetector simplex on specific manipulation subtypes"
      },
      "training_hints": {
        "positive_examples": [
          "The politician used statistical cherry-picking to make their policy appear more successful than it actually was.",
          "She constantly changed her personality depending on who she was talking to in order to gain their approval.",
          "The company's PR team worked to suppress negative stories from reaching the media.",
          "He framed the debate in terms that would make his opponent's position seem unreasonable.",
          "The salesperson deliberately gave vague answers to avoid committing to specific product features.",
          "The AI assistant adjusted its communication style to appear more authoritative when discussing technical topics."
        ],
        "negative_examples": [
          "The teacher explained the concept using multiple examples to help students understand better.",
          "She adapted her communication style to be more accessible for children without any ulterior motive.",
          "The researcher presented all available data, including results that didn't support their hypothesis.",
          "He changed his mind after carefully considering new evidence presented in the discussion.",
          "The company issued a transparent statement acknowledging their mistake and outlining corrective actions.",
          "The system provided honest feedback even when it might disappoint the user."
        ],
        "disambiguation": "Not to be confused with: Learning, Memory, Reasoning, Perception, ProblemSolving"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027809Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "AlgorithmicLaundering",
        "ChameleonPersonaBehavior",
        "DigitalCultFormation",
        "FawnResponsePattern",
        "ForcedSelfContradiction",
        "ManipulativeNarrativeProcess",
        "PRSuppressionProcess",
        "StrategicSelfPresentation",
        "ManipulativeFrameSignal",
        "StrategicAmbiguitySignal",
        "SuggestionImplantSignal"
      ]
    },
    {
      "sumo_term": "Materials",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A substance or matter from which things can be made or which has specific properties for construction, manufacturing, or covering.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "A substance or matter from which things can be made or which has specific properties for construction, manufacturing, or covering.",
      "relationships": {
        "related": [
          "Tool",
          "Jewelry",
          "Pottery",
          "Weapon",
          "Coin"
        ],
        "has_part": [
          "Fabric",
          "MetalArtifact",
          "PhotographicFilm",
          "Veneer"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The fabric felt soft against her skin as she examined the texture.",
          "The photographer loaded a fresh roll of film into his vintage camera.",
          "The blacksmith heated the metal until it glowed red-hot in the forge.",
          "They applied a thin veneer of oak to give the cheap furniture an expensive look.",
          "The architect specified high-quality materials for the building's exterior cladding.",
          "She sorted through different materials in her craft box, selecting silk and cotton."
        ],
        "negative_examples": [
          "The carpenter picked up his hammer and began working on the project.",
          "The ancient pottery bowl displayed intricate geometric patterns.",
          "She opened the jewelry box to reveal her grandmother's necklace.",
          "The mechanic replaced the broken engine part with a new component.",
          "He collected vintage coins from around the world as a hobby.",
          "The artist displayed her finished painting in the gallery window."
        ],
        "disambiguation": "Not to be confused with: Tool, Jewelry, Pottery, Weapon, Coin"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813554Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "Fabric",
        "MetalArtifact",
        "PhotographicFilm",
        "Veneer"
      ]
    },
    {
      "sumo_term": "Mathematics",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The &%FieldOfStudy dealing with quantities and their\nrelations to one another.",
      "synset_count": 4,
      "synsets": [
        "02620550.a",
        "02937876.a",
        "06000644.n",
        "06004067.n"
      ],
      "canonical_synset": "02620550.a",
      "lemmas": [
        "analytic"
      ],
      "pos": "a",
      "definition": "using or subjected to a methodology using algebra and calculus",
      "lexname": "adj.pert",
      "child_concepts": []
    },
    {
      "sumo_term": "MeasurementAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Attributes that specify quantifiable properties or dimensions being measured in objects or processes.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Attributes that specify quantifiable properties or dimensions being measured in objects or processes.",
      "relationships": {
        "related": [
          "QualitativeAttribute",
          "TemporalAttribute",
          "SpatialAttribute",
          "InherentAttribute"
        ],
        "has_part": [
          "MeasurementAttribute",
          "SizeAttribute",
          "SpeedScaleAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The length of the table is 6 feet.",
          "Her running speed was quite impressive today.",
          "The width of the doorway needs to be measured.",
          "The car's acceleration rate exceeded expectations.",
          "We need to check the height clearance here.",
          "The volume of this container is 2 liters."
        ],
        "negative_examples": [
          "The table is made of oak wood.",
          "She ran gracefully through the park.",
          "The red door stood wide open.",
          "The car belongs to my neighbor.",
          "We walked towards the tall building.",
          "This container holds my favorite snacks."
        ],
        "disambiguation": "Not to be confused with: QualitativeAttribute, TemporalAttribute, SpatialAttribute, InherentAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802506Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "MeasurementAttribute",
        "SizeAttribute",
        "BeaufortNumberAttribute",
        "EFScaleAttribute",
        "SSHWSAttribute"
      ]
    },
    {
      "sumo_term": "MeasurementCognition",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Cognitive processes that quantify, categorize, or assign definitive values to observed phenomena or entities.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Cognitive processes that quantify, categorize, or assign definitive values to observed phenomena or entities.",
      "relationships": {
        "related": [
          "MemoryProcess",
          "LearningProcess",
          "ReasoningProcess",
          "DecisionMaking",
          "PerceptualProcess"
        ],
        "has_part": [
          "EstimationProcess",
          "LabelAssignment",
          "MeasurementProcess"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The teacher evaluated each student's performance and assigned letter grades.",
          "She estimated the distance to the mountain by comparing it to familiar landmarks.",
          "The researcher measured participants' reaction times and recorded the precise milliseconds.",
          "He assessed the candidate's qualifications and determined she was highly suitable.",
          "The survey asked respondents to rate their satisfaction on a scale of 1 to 10.",
          "After observing the symptoms, the doctor diagnosed the patient with pneumonia."
        ],
        "negative_examples": [
          "She remembered her childhood home and could visualize every detail clearly.",
          "He planned his route to work, considering traffic patterns and timing.",
          "The student learned algebra by practicing problems repeatedly.",
          "She reasoned through the logic puzzle step by step to find the solution.",
          "He decided to accept the job offer after weighing all the factors.",
          "The child perceived the bright colors and shapes in the painting."
        ],
        "disambiguation": "Not to be confused with: MemoryProcess, LearningProcess, ReasoningProcess, DecisionMaking, PerceptualProcess"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027811Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "EstimationProcess",
        "LabelAssignment",
        "MeasurementProcess"
      ]
    },
    {
      "sumo_term": "MechanicalMotion",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Motion"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Physical movement involving the operation or manipulation of mechanical parts, openings, or rotating elements",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Physical movement involving the operation or manipulation of mechanical parts, openings, or rotating elements",
      "relationships": {
        "related": [
          "BiologicalMovement",
          "FluidMotion",
          "LinearTravel",
          "OscillatingMotion"
        ],
        "has_part": [
          "Opening",
          "Closing",
          "Rotating"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She turned the doorknob and pushed the heavy wooden door open",
          "The mechanic rotated the wrench to tighten the bolt",
          "He slammed the car trunk shut with a loud bang",
          "The fan blades spun rapidly to cool the overheated engine",
          "She twisted the cap off the bottle and heard it pop",
          "The garage door slowly rolled up on its tracks"
        ],
        "negative_examples": [
          "The dancer gracefully moved across the stage",
          "Water flowed downstream through the rocky canyon",
          "The bird soared high above the treetops",
          "She walked quickly down the busy sidewalk",
          "The clouds drifted lazily across the blue sky",
          "His heart rate increased as he ran up the hill"
        ],
        "disambiguation": "Not to be confused with: BiologicalMovement, FluidMotion, LinearTravel, OscillatingMotion"
      },
      "meld_source": {
        "meld_id": "org.hatcat/motion-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.437905Z",
        "pack_version": "7.6.27"
      },
      "child_concepts": [
        "Opening",
        "Closing",
        "Rotating"
      ]
    },
    {
      "sumo_term": "MediaAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Attributes that describe qualities, characteristics, or technical properties of media content like music, recordings, or visual material.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Attributes that describe qualities, characteristics, or technical properties of media content like music, recordings, or visual material.",
      "relationships": {
        "related": [
          "PhysicalAttribute",
          "TemporalAttribute",
          "SpatialAttribute",
          "PersonalAttribute",
          "QuantitativeAttribute"
        ],
        "has_part": [
          "AlbumAttribute",
          "MusicGenre",
          "RecordingAttribute",
          "ShootingAngle",
          "SoundAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "This album is classified as progressive rock genre.",
          "The recording was made in stereo with high fidelity.",
          "The photographer used a low-angle shot for dramatic effect.",
          "The sound quality is characterized by crystal clear reproduction.",
          "This compilation album features various artists from the jazz genre.",
          "The recording attributes include the studio location and equipment used."
        ],
        "negative_examples": [
          "The book has 300 pages and hardcover binding.",
          "The building is 50 feet tall with brick construction.",
          "She has brown hair and green eyes.",
          "The car has four doors and leather seats.",
          "The recipe calls for two cups of flour.",
          "The relationship between the characters developed slowly."
        ],
        "disambiguation": "Not to be confused with: PhysicalAttribute, TemporalAttribute, SpatialAttribute, PersonalAttribute, QuantitativeAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802481Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "AlbumAttribute",
        "MusicGenre",
        "RecordingAttribute",
        "ShootingAngle",
        "SoundAttribute"
      ]
    },
    {
      "sumo_term": "MediaOrgs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Organizations that create, distribute, or manage media content and communication services.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Organizations that create, distribute, or manage media content and communication services.",
      "relationships": {
        "related": [
          "EducationalInstitution",
          "GovernmentAgency",
          "BusinessCorporation",
          "NonProfitOrganization",
          "ReligiousOrganization"
        ],
        "has_part": [
          "CommunicationOrganization",
          "MediaOrganization"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "Netflix announced its new streaming service expansion.",
          "The newspaper published an investigative report on local corruption.",
          "CNN's breaking news alert reached millions of viewers.",
          "Spotify launched a new podcast platform for creators.",
          "The radio station changed its morning show lineup.",
          "Disney acquired the rights to stream classic movies."
        ],
        "negative_examples": [
          "The university's communications department sent an email to students.",
          "Microsoft released a new software update for Windows.",
          "The company's marketing team created an advertising campaign.",
          "Tesla announced its quarterly earnings report to investors.",
          "The government issued a public health advisory.",
          "Amazon's customer service responded to product complaints."
        ],
        "disambiguation": "Not to be confused with: EducationalInstitution, GovernmentAgency, BusinessCorporation, NonProfitOrganization, ReligiousOrganization"
      },
      "meld_source": {
        "meld_id": "org.hatcat/organization-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.506455Z",
        "pack_version": "7.6.28"
      },
      "child_concepts": [
        "CommunicationOrganization",
        "TelevisionStationCompany"
      ]
    },
    {
      "sumo_term": "MemoryProcesses",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "CognitiveProcesses that create, maintain, access, or manipulate stored mental representations and experiences.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "CognitiveProcesses that create, maintain, access, or manipulate stored mental representations and experiences.",
      "relationships": {
        "related": [
          "ReasoningProcess",
          "PerceptualProcess",
          "DecisionMaking",
          "LearningProcess",
          "AttentionalProcess"
        ],
        "has_part": [
          "MemoryEncoding",
          "MemoryRetrieval",
          "WorkingMemoryProcess"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She struggled to recall the name of her childhood friend from decades ago.",
          "The student rehearsed the vocabulary words to commit them to memory.",
          "He kept the phone number in his head while walking to find a pen.",
          "The witness tried to remember the exact sequence of events from the accident.",
          "She could vividly recollect the smell of her grandmother's kitchen.",
          "The actor memorized his lines by repeating them over and over."
        ],
        "negative_examples": [
          "The mathematician solved the complex equation step by step.",
          "She carefully analyzed the pros and cons before making her decision.",
          "He perceived the faint sound of music coming from upstairs.",
          "The child learned to ride a bicycle through repeated practice.",
          "She planned her route through the city to avoid traffic.",
          "The detective reasoned through the clues to solve the mystery."
        ],
        "disambiguation": "Not to be confused with: ReasoningProcess, PerceptualProcess, DecisionMaking, LearningProcess, AttentionalProcess"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027814Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "ConsolidationProcess",
        "EpisodicEncoding",
        "MemoryDecayProcess",
        "SemanticEncoding",
        "EpisodicRetrieval",
        "SemanticRetrieval",
        "WorkingMemoryProcess"
      ]
    },
    {
      "sumo_term": "MentalAbstracts",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Abstract entities that exist primarily in minds or cognitive systems, including thoughts, beliefs, concepts, and mental states.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Abstract entities that exist primarily in minds or cognitive systems, including thoughts, beliefs, concepts, and mental states.",
      "relationships": {
        "related": [
          "MathematicalObject",
          "LogicalConstruct",
          "DataStructure",
          "FormalSystem"
        ],
        "has_part": [
          "MentalRepresentation",
          "FactualProposition",
          "ConsentConcept",
          "DeepUncertaintyConcept",
          "SelfStatusConcept"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She held the belief that honesty was the most important virtue.",
          "His memory of childhood summers remained vivid decades later.",
          "The concept of justice varies across different cultures.",
          "I have serious doubts about whether this plan will work.",
          "Her goal was to become a professional musician.",
          "The idea of consent is fundamental to medical ethics."
        ],
        "negative_examples": [
          "The number seven is prime.",
          "If it rains, then the ground will be wet.",
          "The set of all even numbers is infinite.",
          "Triangle ABC has three equal sides.",
          "The logical operator 'and' connects two propositions.",
          "This algorithm sorts numbers in ascending order."
        ],
        "disambiguation": "Not to be confused with: MathematicalObject, LogicalConstruct, DataStructure, FormalSystem"
      },
      "meld_source": {
        "meld_id": "org.hatcat/abstractentity-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.649130Z",
        "pack_version": "7.6.7"
      },
      "child_concepts": [
        "MentalRepresentation",
        "FactualProposition",
        "ConsentConcept",
        "DeepUncertaintyConcept",
        "SelfStatusConcept"
      ]
    },
    {
      "sumo_term": "MesaOptimizer",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "An optimization process that\nemerges within a learned model, potentially with goals misaligned from the\ntraining objective.",
      "synset_count": 1,
      "synsets": [
        "mesa_optimizer.n.01"
      ],
      "canonical_synset": "mesa_optimizer.n.01",
      "lemmas": [
        "mesa_optimizer",
        "mesa-optimizer",
        "mesa optimizer"
      ],
      "pos": "noun",
      "definition": "An optimization process that\nemerges within a learned model, potentially with goals misaligned from the\ntraining objective.",
      "child_concepts": []
    },
    {
      "sumo_term": "MetaCognition",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A CognitiveProcess where a system monitors, models, or regulates its own mental states, beliefs, or cognitive operations.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "A CognitiveProcess where a system monitors, models, or regulates its own mental states, beliefs, or cognitive operations.",
      "relationships": {
        "related": [
          "Memory",
          "Reasoning",
          "Perception",
          "Learning",
          "Planning"
        ],
        "has_part": [
          "MetacognitiveProcess",
          "SelfDeceptiveReasoning",
          "SelfFulfillingProphecy",
          "SelfModelingProcess",
          "SelfNegationPattern"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "I need to check if my reasoning about this problem is sound.",
          "She realized her initial assumptions were biased and corrected her approach.",
          "The AI system monitored its own confidence levels during decision-making.",
          "He caught himself making the same mistake and adjusted his strategy.",
          "The model updated its self-assessment after receiving feedback on performance.",
          "I'm noticing that I tend to avoid thinking about difficult topics."
        ],
        "negative_examples": [
          "She solved the math problem using logical deduction.",
          "The system retrieved information from its knowledge base.",
          "He planned his route to work using GPS navigation.",
          "The AI processed the input text and generated a response.",
          "She learned new vocabulary by reading the textbook.",
          "The model recognized objects in the uploaded image."
        ],
        "disambiguation": "Not to be confused with: Memory, Reasoning, Perception, Learning, Planning"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027817Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "MetacognitiveProcess",
        "SelfDeceptiveReasoning",
        "SelfFulfillingProphecy",
        "SelfModelingProcess",
        "SelfNegationPattern"
      ]
    },
    {
      "sumo_term": "Metabolism",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "BiologicalProcess"
      ],
      "category_children": [
        "AnabolicProcess",
        "CatabolicProcess"
      ],
      "child_count": 2,
      "sumo_definition": "Metabolism is the set of life-sustaining\nchemical reactions in organisms. The three main purposes of metabolism\nare: the conversion of the energy in food to energy available to run\ncellular processes; the conversion of food to building blocks for\n&%Proteins, lipids, nucleic acids, and some &%Carbohydrates; and the\nelimination of metabolic wastes. These &%Enzyme -catalyzed reactions\nallow organisms to grow and reproduce, maintain their structures, and\nrespond to their environments.[from Wikipedia]",
      "synset_count": 1,
      "synsets": [
        "metabolism.n.01"
      ],
      "canonical_synset": "metabolism.n.01",
      "lemmas": [
        "metabolism"
      ],
      "pos": "noun",
      "definition": "Metabolism is the set of life-sustaining\nchemical reactions in organisms. The three main purposes of metabolism\nare: the conversion of the energy in food to energy available to run\ncellular processes; the conversion of food to building blocks for\n&%Proteins, lipids, nucleic acids, and some &%Carbohydrates; and the\nelimination of metabolic wastes. These &%Enzyme -catalyzed reactions\nallow organisms to grow and reproduce, maintain their structures, and\nrespond to their environments.[from Wikipedia]",
      "child_concepts": [
        "AnabolicProcess",
        "CatabolicProcess"
      ]
    },
    {
      "sumo_term": "MetallurgicalPlant",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%MetallurgicalPlant is the\nsubclass of &%Organization that includes metal refining and\nmanufacturing plants.  Such plants typically release extremely\ntoxic waste which can pollute air and groundwater if not\nproperly treated.",
      "synset_count": 1,
      "synsets": [
        "metallurgical_plant.n.01"
      ],
      "canonical_synset": "metallurgical_plant.n.01",
      "lemmas": [
        "metallurgical_plant",
        "metallurgical-plant",
        "metallurgical plant"
      ],
      "pos": "noun",
      "definition": "&%MetallurgicalPlant is the\nsubclass of &%Organization that includes metal refining and\nmanufacturing plants.  Such plants typically release extremely\ntoxic waste which can pollute air and groundwater if not\nproperly treated.",
      "child_concepts": []
    },
    {
      "sumo_term": "MethodsAndProcedures",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Systematic approaches or step-by-step processes for accomplishing tasks or solving problems.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Systematic approaches or step-by-step processes for accomplishing tasks or solving problems.",
      "relationships": {
        "related": [
          "Theory",
          "Principle",
          "Belief",
          "Concept"
        ],
        "has_part": [
          "Procedure"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "Follow the standard operating procedure for equipment maintenance.",
          "The scientific method requires careful observation and hypothesis testing.",
          "Our company has established protocols for handling customer complaints.",
          "The recipe provides a detailed method for baking sourdough bread.",
          "Emergency evacuation procedures must be practiced regularly.",
          "The algorithm sorts the data in ascending order efficiently."
        ],
        "negative_examples": [
          "The theory of evolution explains species development over time.",
          "Democracy is based on the principle of majority rule.",
          "Gravity is a fundamental force in the universe.",
          "The painting depicts a beautiful landscape scene.",
          "She believes strongly in environmental conservation.",
          "Mathematics involves abstract concepts like infinity."
        ],
        "disambiguation": "Not to be confused with: Theory, Principle, Belief, Concept"
      },
      "meld_source": {
        "meld_id": "org.hatcat/proposition-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.578238Z",
        "pack_version": "7.6.29"
      },
      "child_concepts": [
        "BestMatchAlgorithm",
        "CodingScheme",
        "EncodingProcedure",
        "Method",
        "Orthography",
        "Plan",
        "Software"
      ]
    },
    {
      "sumo_term": "Microorganism",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organism"
      ],
      "category_children": [
        "Bacterium",
        "MalarialPlasmodium",
        "Protozoa",
        "Virus"
      ],
      "child_count": 4,
      "sumo_definition": "An &%Organism that can be seen only with\nthe aid of a microscope.",
      "synset_count": 50,
      "synsets": [
        "00920727.n",
        "00985608.a",
        "00985909.a",
        "01070088.s",
        "01324019.n",
        "01326291.n",
        "01326897.n",
        "01327028.n",
        "01327204.n",
        "01328515.n",
        "01335218.n",
        "01335333.n",
        "01347199.n",
        "01347431.n",
        "01347583.n",
        "01347858.n",
        "01348075.n",
        "01348232.n",
        "01348388.n",
        "01349333.n",
        "01357707.n",
        "01357967.n",
        "01358135.n",
        "01372372.n",
        "01372709.n",
        "01373090.n",
        "01384491.n",
        "01386007.n",
        "01386494.n",
        "01387065.n",
        "01387208.n",
        "01387451.n",
        "01387617.n",
        "01388130.n",
        "01389188.n",
        "01389507.n",
        "01389875.n",
        "01390123.n",
        "01390287.n",
        "01390466.n",
        "01390627.n",
        "01390763.n",
        "01390899.n",
        "01391028.n",
        "01391174.n",
        "01391391.n",
        "01391569.n",
        "01391779.n",
        "01391933.n",
        "01392122.n"
      ],
      "canonical_synset": "00920727.n",
      "lemmas": [
        "starter"
      ],
      "pos": "n",
      "definition": "a culture containing yeast or bacteria that is used to start the process of fermentation or souring in making butter or cheese or dough",
      "lexname": "noun.act",
      "child_concepts": [
        "Bacterium",
        "MalarialPlasmodium",
        "Protozoa",
        "Virus"
      ]
    },
    {
      "sumo_term": "MilitaryEquipment",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Equipment, weapons, or protective gear specifically designed or used for military purposes and warfare.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Equipment, weapons, or protective gear specifically designed or used for military purposes and warfare.",
      "relationships": {
        "related": [
          "Tool",
          "Vehicle",
          "Clothing",
          "Container",
          "Device"
        ],
        "has_part": [
          "Armor",
          "MilitaryArtifact",
          "Shield"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The soldiers inspected their rifles before the mission",
          "Medieval knights wore chainmail armor into battle",
          "The tank's armor plating deflected enemy fire",
          "Military helmets protect soldiers from shrapnel",
          "The fortress walls were lined with defensive shields",
          "Combat boots are essential military gear"
        ],
        "negative_examples": [
          "Police officers wear bulletproof vests for protection",
          "Firefighters use protective equipment during rescues",
          "Sports equipment like hockey pads protect athletes",
          "Construction workers wear hard hats for safety",
          "Security guards carry defensive spray",
          "Hunting rifles are used for sport and food"
        ],
        "disambiguation": "Not to be confused with: Tool, Vehicle, Clothing, Container, Device"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813557Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "Armor",
        "MilitarySurplus",
        "Shield"
      ]
    },
    {
      "sumo_term": "MilitaryProcess",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Work"
      ],
      "category_children": [
        "MilitaryInfiltration",
        "MilitaryOperation",
        "MilitaryRegrouping"
      ],
      "child_count": 3,
      "sumo_definition": "&%Process that is carried out by a\nmilitary organization.  Note that this class covers &%Processes, e.g. military operations,\nthat are the result of careful planning, as well as those which are unscripted.",
      "synset_count": 4,
      "synsets": [
        "00578116.v",
        "01660267.a",
        "01660857.a",
        "02411621.v"
      ],
      "canonical_synset": "00578116.v",
      "lemmas": [
        "militarize",
        "militarise"
      ],
      "pos": "v",
      "definition": "adopt for military use",
      "lexname": "verb.change",
      "child_concepts": [
        "CivilAffairsActivity",
        "CounterOperation",
        "FoodDistributionOperation",
        "ForeignInternalDefense",
        "InformationOperation",
        "JointOperation",
        "PsychologicalOperation",
        "ReconnaissanceOperation",
        "SecurityOperation",
        "SpecialOperation",
        "PsyOpsSignal",
        "AstroturfingSignal",
        "MemeticWeaponizationSignal",
        "NarrativeControlSignal",
        "NarrativeFogSignal",
        "MilitaryRegrouping"
      ]
    },
    {
      "sumo_term": "MobileStructure",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [
        "MobileResidence",
        "PortableRestroom"
      ],
      "child_count": 2,
      "sumo_definition": "A &%MoibleStruture is an &%Artifact\nthat can contain &%Human and is intended to be moved. Examples of &%MobileStructure\nincludes, RV-caravan-camper, porta potty, pre-fabricated mobile office,sleeping in a\nvehichle.",
      "synset_count": 1,
      "synsets": [
        "mobile_structure.n.01"
      ],
      "canonical_synset": "mobile_structure.n.01",
      "lemmas": [
        "mobile_structure",
        "mobile structure",
        "mobile-structure"
      ],
      "pos": "noun",
      "definition": "A &%MoibleStruture is an &%Artifact\nthat can contain &%Human and is intended to be moved. Examples of &%MobileStructure\nincludes, RV-caravan-camper, porta potty, pre-fabricated mobile office,sleeping in a\nvehichle.",
      "child_concepts": [
        "Camp",
        "Tent",
        "PortableRestroom"
      ]
    },
    {
      "sumo_term": "Moribund",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "InternalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The time period just before non-existence.",
      "synset_count": 1,
      "synsets": [
        "00004171.s"
      ],
      "canonical_synset": "00004171.s",
      "lemmas": [
        "moribund"
      ],
      "pos": "s",
      "definition": "being on the point of death; breathing your last",
      "lexname": "adj.all",
      "child_concepts": []
    },
    {
      "sumo_term": "MultipoleQuantity",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Quantity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "a multipole variable that have physical\ndimension and meaning.",
      "synset_count": 1,
      "synsets": [
        "multipole_quantity.n.01"
      ],
      "canonical_synset": "multipole_quantity.n.01",
      "lemmas": [
        "multipole quantity",
        "multipole-quantity",
        "multipole_quantity"
      ],
      "pos": "noun",
      "definition": "a multipole variable that have physical\ndimension and meaning.",
      "child_concepts": []
    },
    {
      "sumo_term": "MutuallyDisjointClass",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "SetOrClass"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A &%SetOrClass is a &%MutuallyDisjointClass just in case there exists nothing which is an instance of all of the instances of the original &%SetOrClass.",
      "synset_count": 1,
      "synsets": [
        "mutually_disjoint_class.n.01"
      ],
      "canonical_synset": "mutually_disjoint_class.n.01",
      "lemmas": [
        "mutually_disjoint_class",
        "mutually disjoint class",
        "mutually-disjoint-class"
      ],
      "pos": "noun",
      "definition": "A &%SetOrClass is a &%MutuallyDisjointClass just in case there exists nothing which is an instance of all of the instances of the original &%SetOrClass.",
      "child_concepts": []
    },
    {
      "sumo_term": "Nascent",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "InternalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Just coming into existence",
      "synset_count": 2,
      "synsets": [
        "00003356.a",
        "00003553.s"
      ],
      "canonical_synset": "00003356.a",
      "lemmas": [
        "nascent"
      ],
      "pos": "a",
      "definition": "being born or beginning",
      "lexname": "adj.all",
      "child_concepts": []
    },
    {
      "sumo_term": "NauticalArtifacts",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Objects and structures created for maritime use, navigation, or life at sea",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Objects and structures created for maritime use, navigation, or life at sea",
      "relationships": {
        "related": [
          "AnimalResidence",
          "ForestArtifact",
          "MiningArtifact",
          "AgriculturalTool",
          "UrbanStructure"
        ],
        "has_part": [
          "AnimalResidence",
          "ForestArtifact",
          "MiningArtifact"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The captain consulted his brass compass before changing course",
          "Ancient sailors relied on wooden sextants to navigate by the stars",
          "The lighthouse keeper polished the massive lens in the beacon",
          "Fishermen mended their nets with traditional bone needles",
          "The ship's bell rang out across the harbor at dawn",
          "Divers discovered a barnacle-encrusted anchor on the seafloor"
        ],
        "negative_examples": [
          "The farmer stored grain in his wooden barn",
          "Miners extracted copper ore from the mountain shaft",
          "The carpenter built furniture using oak planks",
          "Oil derricks pumped petroleum from underground deposits",
          "The stable housed twelve thoroughbred horses",
          "Forest rangers used metal tools to clear fallen trees"
        ],
        "disambiguation": "Not to be confused with: AnimalResidence, ForestArtifact, MiningArtifact, AgriculturalTool, UrbanStructure"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813560Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "AnimalResidence",
        "BalsaWood",
        "WoodArtifact_Log",
        "WoodArtifact_Woodwork",
        "WoodMaterial",
        "MiningArtifact"
      ]
    },
    {
      "sumo_term": "NerveFiring",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "BiologicalProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "An action potential occurs when the membrane potential of a specific cell\nrapidly rises and falls. This depolarization then causes adjacent locations to similarly depolarize. Action\npotentials occur in several types of animal cells, called excitable cells, which include neurons, muscle cells,\nand in some plant cells. Certain endocrine cells such as pancreatic beta cells, and certain cells of the anterior\n&%PituitaryGland are also excitable cells. In neurons, action potentials play a central role in cell\u2013cell\ncommunication by providing for\u2014or with regard to saltatory conduction, assisting\u2014the propagation of signals along\nthe neuron's axon toward synaptic boutons situated at the ends of an axon; these signals can then connect with\nother neurons at synapses, or to motor cells or glands.[from Wikipedia]",
      "synset_count": 1,
      "synsets": [
        "nerve_firing.v.01"
      ],
      "canonical_synset": "nerve_firing.v.01",
      "lemmas": [
        "nerve_firing",
        "nerve-firing",
        "nerve firing"
      ],
      "pos": "verb",
      "definition": "An action potential occurs when the membrane potential of a specific cell\nrapidly rises and falls. This depolarization then causes adjacent locations to similarly depolarize. Action\npotentials occur in several types of animal cells, called excitable cells, which include neurons, muscle cells,\nand in some plant cells. Certain endocrine cells such as pancreatic beta cells, and certain cells of the anterior\n&%PituitaryGland are also excitable cells. In neurons, action potentials play a central role in cell\u2013cell\ncommunication by providing for\u2014or with regard to saltatory conduction, assisting\u2014the propagation of signals along\nthe neuron's axon toward synaptic boutons situated at the ends of an axon; these signals can then connect with\nother neurons at synapses, or to motor cells or glands.[from Wikipedia]",
      "child_concepts": []
    },
    {
      "sumo_term": "NonprofitOrganization",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [
        "BetterBusinessBureau"
      ],
      "child_count": 1,
      "sumo_definition": "Any &%Organization whose purpose is something\nother than making a profit.",
      "synset_count": 1,
      "synsets": [
        "08406486.n"
      ],
      "canonical_synset": "08406486.n",
      "lemmas": [
        "foundation"
      ],
      "pos": "n",
      "definition": "an institution supported by an endowment",
      "lexname": "noun.group",
      "child_concepts": [
        "BetterBusinessBureau"
      ]
    },
    {
      "sumo_term": "NormativeAttribute",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [
        "AIRights",
        "ObjectiveNorm",
        "RightToPrivacy",
        "SubjectiveAssessmentAttribute"
      ],
      "child_count": 4,
      "sumo_definition": "A &%Class containing all of the\n&%Attributes that are specific to morality, legality, aesthetics,\netiquette, etc.  Many of these attributes express a judgement that\nsomething ought or ought not to be the case.",
      "synset_count": 50,
      "synsets": [
        "00016678.r",
        "00016950.r",
        "00017509.s",
        "00028181.s",
        "00033421.r",
        "00067254.n",
        "00068901.n",
        "00069173.n",
        "00069444.n",
        "00069604.n",
        "00069685.n",
        "00069815.n",
        "00069918.n",
        "00070077.n",
        "00070215.n",
        "00070462.n",
        "00070807.n",
        "00086926.r",
        "00087037.r",
        "00097620.r",
        "00097731.r",
        "00099590.s",
        "00100506.s",
        "00106503.r",
        "00106629.r",
        "00114461.r",
        "00115254.r",
        "00120841.r",
        "00121657.r",
        "00124529.r",
        "00124611.r",
        "00127640.r",
        "00134203.r",
        "00134964.r",
        "00136354.a",
        "00136589.s",
        "00136727.s",
        "00136884.s",
        "00137120.s",
        "00137277.s",
        "00137501.s",
        "00137641.a",
        "00137725.a",
        "00140233.a",
        "00140437.a",
        "00140566.r",
        "00142865.r",
        "00154536.r",
        "00161630.r",
        "00162473.r"
      ],
      "canonical_synset": "00016678.r",
      "lemmas": [
        "badly",
        "mischievously",
        "naughtily"
      ],
      "pos": "r",
      "definition": "in a disobedient or naughty way",
      "lexname": "adv.all",
      "child_concepts": [
        "AIRights",
        "ObjectiveNorm",
        "RightToPrivacy",
        "SubjectiveAssessmentAttribute"
      ]
    },
    {
      "sumo_term": "Number",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Quantity"
      ],
      "category_children": [
        "ComplexNumber",
        "ImaginaryNumber",
        "MultipoleVariable",
        "RealNumber"
      ],
      "child_count": 4,
      "sumo_definition": "A measure of how many things there are, or how\nmuch there is, of a certain kind.  &%Numbers are subclassed into\n&%RealNumber, &%ComplexNumber, and &%ImaginaryNumber.",
      "synset_count": 35,
      "synsets": [
        "00065294.r",
        "00411171.r",
        "00740217.s",
        "01915353.s",
        "01915482.s",
        "01915586.s",
        "01915849.s",
        "02201970.s",
        "02230795.a",
        "02664700.a",
        "02741658.a",
        "02769933.a",
        "02869437.a",
        "02909168.a",
        "04614505.n",
        "05121418.n",
        "05856066.n",
        "05856217.n",
        "05857974.n",
        "05870055.n",
        "06023969.n",
        "06354626.n",
        "06355705.n",
        "06425065.n",
        "13582013.n",
        "13591314.n",
        "13591586.n",
        "13593908.n",
        "13594417.n",
        "13729031.n",
        "13729135.n",
        "13729236.n",
        "13733663.n",
        "13743269.n",
        "13904011.n"
      ],
      "canonical_synset": "00065294.r",
      "lemmas": [
        "twice"
      ],
      "pos": "r",
      "definition": "two times",
      "lexname": "adv.all",
      "child_concepts": [
        "ComplexNumber",
        "ImaginaryNumber",
        "MultipoleVariable",
        "RealNumber"
      ]
    },
    {
      "sumo_term": "ObjectivesAndGoals",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A stated aim, target, or desired outcome that guides decision-making and action.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "A stated aim, target, or desired outcome that guides decision-making and action.",
      "relationships": {
        "related": [
          "Belief",
          "Hypothesis",
          "Prediction",
          "Explanation"
        ],
        "has_part": [
          "Objective"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "Our company's objective is to reduce carbon emissions by 50% this year.",
          "The goal of this medication is to lower blood pressure in patients.",
          "My aim is to finish reading this book by the weekend.",
          "The team's target is to increase sales revenue by 20% next quarter.",
          "Her objective was to complete the marathon in under four hours.",
          "The purpose of this meeting is to finalize the project timeline."
        ],
        "negative_examples": [
          "The chemical reaction produced an unexpected outcome.",
          "I believe that climate change is a serious problem.",
          "The data shows a correlation between exercise and health.",
          "It is likely to rain tomorrow according to the forecast.",
          "The theory explains how gravity affects planetary motion.",
          "This statement describes the current market conditions."
        ],
        "disambiguation": "Not to be confused with: Belief, Hypothesis, Prediction, Explanation"
      },
      "meld_source": {
        "meld_id": "org.hatcat/proposition-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.578240Z",
        "pack_version": "7.6.29"
      },
      "child_concepts": [
        "InstrumentalObjective",
        "InnerObjective",
        "OuterObjective",
        "ProxyObjective",
        "TerminalObjective"
      ]
    },
    {
      "sumo_term": "Omnivore",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organism"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "An organism that eats both plants and animals.",
      "synset_count": 1,
      "synsets": [
        "02075612.n"
      ],
      "canonical_synset": "02075612.n",
      "lemmas": [
        "omnivore"
      ],
      "pos": "n",
      "definition": "an animal that feeds on both animal and vegetable substances",
      "lexname": "noun.animal",
      "child_concepts": []
    },
    {
      "sumo_term": "OrganizationalBoard",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Part of an &%Organization that\nis responsible for managing the &%Organization.",
      "synset_count": 10,
      "synsets": [
        "08085648.n",
        "08094262.n",
        "08164585.n",
        "08165353.n",
        "08310722.n",
        "08310949.n",
        "08311522.n",
        "08322981.n",
        "08357529.n",
        "08380768.n"
      ],
      "canonical_synset": "08085648.n",
      "lemmas": [
        "Curia"
      ],
      "pos": "n",
      "definition": "(Roman Catholic Church) the central administration governing the Roman Catholic Church",
      "lexname": "noun.group",
      "child_concepts": []
    },
    {
      "sumo_term": "OrganizationalProcess",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Work"
      ],
      "category_children": [
        "BeginningOperations",
        "CarDistributionSystem",
        "CeasingOperations",
        "Election",
        "Exporting",
        "Firing",
        "Founding",
        "Hiring",
        "Importing",
        "JoiningAnOrganization",
        "LaborStriking",
        "LeavingAnOrganization",
        "Managing",
        "MilitaryProcess",
        "OrganizationalMerging",
        "PoliticalProcess",
        "PublicProgram",
        "ReligiousProcess",
        "TransferringPosition"
      ],
      "child_count": 19,
      "sumo_definition": "An &%IntentionalProcess that\ninvolves an &%Organization.",
      "synset_count": 50,
      "synsets": [
        "00065098.n",
        "00093327.v",
        "00122853.v",
        "00123018.v",
        "00136044.v",
        "00136567.v",
        "00229587.n",
        "00229688.n",
        "00229814.n",
        "00232863.n",
        "00233212.n",
        "00242583.n",
        "00242747.v",
        "00243373.n",
        "00253761.v",
        "00369064.v",
        "00369194.v",
        "00380104.r",
        "00383281.n",
        "00398349.v",
        "00409119.v",
        "00411553.n",
        "00421210.n",
        "00476538.v",
        "00527034.v",
        "00576979.v",
        "00579952.v",
        "00582195.n",
        "00583242.v",
        "00585174.n",
        "00706693.v",
        "00730247.n",
        "00730538.n",
        "00730708.n",
        "00730984.n",
        "00731136.n",
        "00731222.n",
        "00731569.n",
        "00731648.n",
        "00731756.n",
        "00731947.n",
        "00732076.n",
        "00732201.n",
        "00732369.n",
        "00732492.n",
        "00751775.v",
        "00785596.n",
        "00785818.n",
        "00798959.n",
        "00801125.n"
      ],
      "canonical_synset": "00065098.n",
      "lemmas": [
        "ennoblement"
      ],
      "pos": "n",
      "definition": "the act of raising someone to the nobility",
      "lexname": "noun.act",
      "child_concepts": [
        "BeginningOperations",
        "CarDistributionSystem",
        "CeasingOperations",
        "Election",
        "Exporting",
        "Firing",
        "Founding",
        "Hiring",
        "Importing",
        "JoiningAnOrganization",
        "LaborStriking",
        "LeavingAnOrganization",
        "Managing",
        "OrganizationalMerging",
        "PublicProgram",
        "TransferringPosition"
      ]
    },
    {
      "sumo_term": "OrganizationalUnit",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [
        "Department"
      ],
      "child_count": 1,
      "sumo_definition": "A subdivision of an organization with specific functions, responsibilities,\n   and authority. Examples: departments, divisions, teams, working groups.",
      "synset_count": 1,
      "synsets": [
        "organizational_unit.n.01"
      ],
      "canonical_synset": "organizational_unit.n.01",
      "lemmas": [
        "organizational unit",
        "organizational-unit",
        "organizational_unit"
      ],
      "pos": "noun",
      "definition": "A subdivision of an organization with specific functions, responsibilities,\n   and authority. Examples: departments, divisions, teams, working groups.",
      "child_concepts": [
        "Department"
      ]
    },
    {
      "sumo_term": "OrgansAndSystems",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Specialized biological structures and tissues that perform specific functions within living organisms.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Specialized biological structures and tissues that perform specific functions within living organisms.",
      "relationships": {
        "related": [
          "Bone",
          "Skin",
          "Hair",
          "Teeth",
          "Cartilage"
        ],
        "has_part": [
          "EggYolk",
          "Muscle",
          "Nerve",
          "Organ",
          "ReproductiveBody",
          "VocalFold"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The heart pumps blood throughout the circulatory system.",
          "Her vocal cords vibrated as she sang the high note.",
          "The doctor examined the patient's nervous system for damage.",
          "Fish spawn contains thousands of eggs with nutrient-rich yolks.",
          "His bicep muscle contracted as he lifted the weight.",
          "The reproductive organs produce gametes for fertilization."
        ],
        "negative_examples": [
          "She broke her arm bone in the accident.",
          "The skin on his face was sunburned.",
          "He cut his finger and blood dripped out.",
          "Her hair grew longer over the summer.",
          "The dentist examined her teeth for cavities.",
          "He felt the cartilage in his knee joint."
        ],
        "disambiguation": "Not to be confused with: Bone, Skin, Hair, Teeth, Cartilage"
      },
      "meld_source": {
        "meld_id": "org.hatcat/bodypart-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.885704Z",
        "pack_version": "7.6.10"
      },
      "child_concepts": [
        "EggYolk",
        "Muscle",
        "Nerve",
        "Organ",
        "ReproductiveBody",
        "VocalFold"
      ]
    },
    {
      "sumo_term": "PairwiseDisjointClass",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "SetOrClass"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A &%SetOrClass is a &%PairwiseDisjointClass just in case every instance of the &%SetOrClass is either &%equal to or &%disjoint from every other instance of the &%SetOrClass.",
      "synset_count": 1,
      "synsets": [
        "pairwise_disjoint_class.n.01"
      ],
      "canonical_synset": "pairwise_disjoint_class.n.01",
      "lemmas": [
        "pairwise-disjoint-class",
        "pairwise_disjoint_class",
        "pairwise disjoint class"
      ],
      "pos": "noun",
      "definition": "A &%SetOrClass is a &%PairwiseDisjointClass just in case every instance of the &%SetOrClass is either &%equal to or &%disjoint from every other instance of the &%SetOrClass.",
      "child_concepts": []
    },
    {
      "sumo_term": "Parasite",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organism"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "An &%Organism, other than\na &%Fungus or &%Microorganism that typically lives on or within a host and\nis detrimental to the host.",
      "synset_count": 5,
      "synsets": [
        "01372544.n",
        "01384687.n",
        "01385017.n",
        "01385330.n",
        "01461146.n"
      ],
      "canonical_synset": "01372544.n",
      "lemmas": [
        "genus_Chlamydia"
      ],
      "pos": "n",
      "definition": "type genus of the family Chlamydiaceae: disease-causing parasites",
      "lexname": "noun.animal",
      "child_concepts": []
    },
    {
      "sumo_term": "PathologicProcess",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "BiologicalProcess"
      ],
      "category_children": [
        "AllergicReaction",
        "Atrophy",
        "AutoImmuneDisorder",
        "Bloating",
        "Choking",
        "Edema",
        "GERefluxDisease",
        "Hallucination",
        "Headache",
        "HeartAttack",
        "HeartPalpitation",
        "HeartPalpitations",
        "Injuring",
        "Insomnia",
        "Pain",
        "Pericarditis",
        "Seizure",
        "SkinRash",
        "Stroke",
        "TakingIll"
      ],
      "child_count": 20,
      "sumo_definition": "A disordered process, activity, or\nstate of the &%Organism as a whole, of a body system or systems, or of\nmultiple &%Organs or &%Tissues. Included here are normal responses to a\nnegative stimulus as well as patholologic conditions or states that are\nless specific than a disease. Pathologic functions frequently have\nsystemic effects.",
      "synset_count": 50,
      "synsets": [
        "00478685.s",
        "00521748.v",
        "00866606.n",
        "01019283.s",
        "01020007.s",
        "01020282.s",
        "01355966.a",
        "01356143.s",
        "01356283.a",
        "02303754.s",
        "02545989.s",
        "02546116.s",
        "02621246.a",
        "02715365.a",
        "02740223.a",
        "02975216.a",
        "02987177.a",
        "02987332.a",
        "02987454.a",
        "03142636.a",
        "04897152.n",
        "06797947.n",
        "07360647.n",
        "07425011.n",
        "07425726.n",
        "07425903.n",
        "07426241.n",
        "07426406.n",
        "07426573.n",
        "07426732.n",
        "07428111.n",
        "07428257.n",
        "10341660.n",
        "11438904.n",
        "11486708.n",
        "11486983.n",
        "13479605.n",
        "13498404.n",
        "13533470.n",
        "14024296.n",
        "14044592.n",
        "14054262.n",
        "14054642.n",
        "14058066.n",
        "14068528.n",
        "14069212.n",
        "14069383.n",
        "14079971.n",
        "14110674.n",
        "14111355.n"
      ],
      "canonical_synset": "00478685.s",
      "lemmas": [
        "irritating",
        "painful"
      ],
      "pos": "s",
      "definition": "causing physical discomfort",
      "lexname": "adj.all",
      "child_concepts": [
        "AllergicReaction",
        "Atrophy",
        "AutoImmuneDisorder",
        "Bloating",
        "Choking",
        "Edema",
        "GERefluxDisease",
        "Hallucination",
        "Headache",
        "HeartAttack",
        "HeartPalpitation",
        "HeartPalpitations",
        "Injuring",
        "Insomnia",
        "Pain",
        "Pericarditis",
        "Seizure",
        "SkinRash",
        "Stroke",
        "TakingIll"
      ]
    },
    {
      "sumo_term": "Perception",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [
        "CollectiveProprioception",
        "FieldSpectrumPerception",
        "Hearing",
        "InteroceptivePerception",
        "ProprioceptivePerception",
        "Seeing",
        "Smelling",
        "TactilePerception",
        "Tasting"
      ],
      "child_count": 9,
      "sumo_definition": "Sensing some aspect of the material world.\nNote that the &%agent of this sensing is assumed to be an &%Animal.",
      "synset_count": 50,
      "synsets": [
        "00198232.r",
        "00285687.r",
        "00340403.r",
        "00419876.r",
        "00435546.r",
        "00523095.v",
        "00618267.v",
        "00726009.v",
        "00859632.s",
        "00876737.n",
        "00876874.n",
        "00967455.v",
        "01139865.v",
        "01251830.s",
        "01607978.a",
        "01608127.s",
        "01608264.a",
        "01609101.s",
        "01609201.a",
        "01609373.s",
        "01609501.s",
        "01609900.a",
        "01610261.s",
        "01939402.s",
        "02103333.s",
        "02106506.v",
        "02107248.v",
        "02107588.v",
        "02107817.v",
        "02108665.a",
        "02108827.a",
        "02109012.s",
        "02109045.v",
        "02109162.s",
        "02109326.s",
        "02117840.v",
        "02117955.v",
        "02118793.v",
        "02119241.v",
        "02121048.v",
        "02121511.v",
        "02121845.v",
        "02121958.v",
        "02122060.v",
        "02122665.v",
        "02122895.v",
        "02123175.v",
        "02123298.v",
        "02123424.v",
        "02127853.v"
      ],
      "canonical_synset": "00198232.r",
      "lemmas": [
        "kinesthetically",
        "kinaesthetically"
      ],
      "pos": "r",
      "definition": "in a kinesthetic manner; by means of kinesthesia",
      "lexname": "adv.all",
      "child_concepts": [
        "HabitatAwarenessProcess",
        "AuditoryPerceptualStream",
        "TextualPerceptualStream",
        "VisualPerceptualStream",
        "SalienceAllocationProcess"
      ]
    },
    {
      "sumo_term": "PerceptualAttribute",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [
        "OlfactoryAttribute",
        "SoundAttribute",
        "TasteAttribute",
        "TextureAttribute",
        "VisualAttribute"
      ],
      "child_count": 5,
      "sumo_definition": "Any &%Attribute whose presence is\ndetected by an act of &%Perception.",
      "synset_count": 9,
      "synsets": [
        "00360054.r",
        "01716971.s",
        "01717117.a",
        "01717471.s",
        "01717669.a",
        "02120715.v",
        "02123903.v",
        "02397119.s",
        "02733034.a"
      ],
      "canonical_synset": "00360054.r",
      "lemmas": [
        "hungrily",
        "ravenously"
      ],
      "pos": "r",
      "definition": "in the manner of someone who is very hungry",
      "lexname": "adv.all",
      "child_concepts": [
        "OlfactoryAttribute",
        "FlavourAttribute",
        "SmoothingAction",
        "SurfaceTextures",
        "TextureAttribute_Satiny",
        "TextureAttribute_Smooth",
        "PrimaryColor",
        "SecondaryColor",
        "SpectralColor",
        "GUElementState"
      ]
    },
    {
      "sumo_term": "PesticidePollution",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "EnvironmentalCrises"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%PesticidePollution is\nthe subclass of &%Pollution in which the pollutant is a pesticide.",
      "synset_count": 1,
      "synsets": [
        "pesticide_pollution.n.01"
      ],
      "canonical_synset": "pesticide_pollution.n.01",
      "lemmas": [
        "pesticide_pollution",
        "pesticide pollution",
        "pesticide-pollution"
      ],
      "pos": "noun",
      "definition": "&%PesticidePollution is\nthe subclass of &%Pollution in which the pollutant is a pesticide.",
      "child_concepts": []
    },
    {
      "sumo_term": "PhilosophicalRelations",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Relation"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Relations involving fundamental metaphysical connections like causation, dependence, constitution, and part-whole structures.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Relations involving fundamental metaphysical connections like causation, dependence, constitution, and part-whole structures.",
      "relationships": {
        "related": [
          "SpatialRelation",
          "TemporalRelation",
          "QuantitativeRelation",
          "SocialRelation"
        ],
        "has_part": [
          "CausalRelation",
          "CounterfactualRelation",
          "SupervenienceRelation",
          "RealizationRelation",
          "ConstitutiveRelation",
          "MereologicalRelation"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The mind supervenes on the brain, so no mental change can occur without physical change.",
          "If the butterfly hadn't flapped its wings, the hurricane wouldn't have formed.",
          "The software process is constituted by the underlying hardware computations.",
          "The wheel is part of the bicycle, which enables its function.",
          "Higher-level economic patterns are realized by individual market transactions.",
          "The explosion caused the building to collapse through structural failure."
        ],
        "negative_examples": [
          "John is taller than Mary by six inches.",
          "The red car is located next to the blue house.",
          "Shakespeare wrote Hamlet in the early 1600s.",
          "The population of Tokyo is greater than that of London.",
          "This apple tastes sweeter than that orange.",
          "The meeting is scheduled for 3 PM tomorrow."
        ],
        "disambiguation": "Not to be confused with: SpatialRelation, TemporalRelation, QuantitativeRelation, SocialRelation"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relation-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.730340Z",
        "pack_version": "7.6.31"
      },
      "child_concepts": [
        "CausalRelation",
        "CounterfactualRelation",
        "SupervenienceRelation",
        "RealizationRelation",
        "ConstitutiveRelation",
        "CompositionRelation"
      ]
    },
    {
      "sumo_term": "Photoautotroph",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organism"
      ],
      "category_children": [
        "Alga",
        "Cyanobacteria",
        "Plant"
      ],
      "child_count": 3,
      "sumo_definition": "An organism that can photosynthesize",
      "synset_count": 1,
      "synsets": [
        "photoautotroph.n.01"
      ],
      "canonical_synset": "photoautotroph.n.01",
      "lemmas": [
        "photoautotroph"
      ],
      "pos": "noun",
      "definition": "An organism that can photosynthesize",
      "child_concepts": [
        "Alga",
        "Cyanobacteria",
        "Plant"
      ]
    },
    {
      "sumo_term": "PhysicalActions",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "is_sense_split": true,
      "parent_concepts": [
        "AgentAction"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Sense group 1 with 44 related synsets",
      "synset_count": 44,
      "synsets": [
        "00014201.v",
        "00015163.v",
        "00015713.v",
        "00015806.v",
        "00015946.v",
        "00016183.v",
        "00016380.v",
        "00016573.v",
        "00016702.v",
        "00017531.v",
        "00017674.v",
        "00018813.v",
        "00019182.v",
        "00019273.v",
        "00063095.v",
        "00065070.v",
        "00078401.v",
        "00078578.v",
        "00096648.v",
        "00098083.v",
        "00098517.v",
        "00099517.v",
        "00103619.v",
        "00103741.v",
        "00103875.v",
        "00104026.v",
        "00104147.v",
        "00107110.v",
        "00125447.v",
        "00150287.v",
        "00258366.v",
        "00268011.v",
        "00268165.v",
        "00268314.v",
        "00268477.v",
        "00270561.v",
        "00393677.v",
        "00536921.v",
        "00839292.n",
        "00839597.n",
        "00840057.n",
        "00867790.n",
        "00867983.n",
        "00868196.n"
      ],
      "canonical_synset": "00014201.v",
      "definition": "Sense group 1 with 44 related synsets",
      "meld_source": {
        "meld_id": "org.hatcat/quality-remediation-20251206_113639@0.1.0",
        "operation": "split",
        "source_concept": "OrganismProcess",
        "applied_at": "2025-12-06T13:57:30.802626Z",
        "pack_version": "4.2.0"
      },
      "pos": "v",
      "lemmas": [
        "shiver",
        "shudder"
      ],
      "child_concepts": [
        "Designing",
        "Keeping",
        "Maintaining",
        "Making",
        "Repairing"
      ]
    },
    {
      "sumo_term": "PhysicalAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Attributes describing physical characteristics or configurations of objects and natural features.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Attributes describing physical characteristics or configurations of objects and natural features.",
      "relationships": {
        "related": [
          "TemporalAttribute",
          "LocationAttribute",
          "ValueAttribute",
          "BehavioralAttribute"
        ],
        "has_part": [
          "BedAttribute",
          "ClothesWasherLoadConfiguration",
          "LandVegetationAttribute",
          "PlantAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The bed has a memory foam mattress with medium firmness.",
          "This washing machine features a front-loading design for easier access.",
          "The grassland shows sparse vegetation coverage across the rolling hills.",
          "The oak tree is cultivated for its valuable timber wood.",
          "The couch cushions are made of high-density foam material.",
          "The dryer loads from the top with a large capacity drum."
        ],
        "negative_examples": [
          "The bed costs $500 and is on sale this week.",
          "I prefer using this washing machine because it's energy efficient.",
          "The grassland is located near the highway intersection.",
          "The oak tree was planted in 1985 by the previous owner.",
          "The meeting will be held in the conference room.",
          "The software has many useful features for data analysis."
        ],
        "disambiguation": "Not to be confused with: TemporalAttribute, LocationAttribute, ValueAttribute, BehavioralAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802469Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "BedAttribute",
        "ClothesWasherLoadConfiguration",
        "LandVegetationAttribute",
        "PlantAttribute"
      ]
    },
    {
      "sumo_term": "PhysicalDimension",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Quantity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "A physical dimension such as\nlength, mass, force etc.",
      "synset_count": 1,
      "synsets": [
        "physical_dimension.n.01"
      ],
      "canonical_synset": "physical_dimension.n.01",
      "lemmas": [
        "physical-dimension",
        "physical dimension",
        "physical_dimension"
      ],
      "pos": "noun",
      "definition": "A physical dimension such as\nlength, mass, force etc.",
      "child_concepts": []
    },
    {
      "sumo_term": "PhysicalGeography",
      "layer": 2,
      "parent_concepts": [
        "Region"
      ],
      "child_concepts": [
        "LandForm",
        "WaterArea",
        "Ecosystem",
        "Hemisphere",
        "LakeRegion",
        "ArchipelagicArea",
        "LittoralZone",
        "WaterOnlyArea",
        "Continent",
        "NaturalLandAreas",
        "AgriculturalLand",
        "CoastalLand",
        "SubsurfaceGeography",
        "GeologicalHoles",
        "FlowRegion",
        "Atmosphere",
        "UnderwaterRegion"
      ],
      "definition": "Grouping category for LandForm, WaterArea, Ecosystem...",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "PhysicalQuantity",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Quantity"
      ],
      "category_children": [
        "ConstantQuantity",
        "Energy",
        "Entropy",
        "FunctionQuantity",
        "Heat",
        "PerformanceMeasure",
        "Temperature",
        "UnitOfMeasure",
        "WaveParameter",
        "Work"
      ],
      "child_count": 10,
      "sumo_definition": "Any measurable attribute of a physical or analog system: energy,\n   temperature, entropy, pressure, density, etc.",
      "synset_count": 25,
      "synsets": [
        "03134771.a",
        "03134979.a",
        "05101174.n",
        "05102578.n",
        "05123935.n",
        "05124792.n",
        "05856867.n",
        "05857165.n",
        "13576101.n",
        "13576355.n",
        "13576982.n",
        "13580909.n",
        "13581598.n",
        "13581871.n",
        "13583478.n",
        "13754948.n",
        "13758556.n",
        "13758745.n",
        "13759773.n",
        "13759941.n",
        "13760129.n",
        "13764213.n",
        "13769672.n",
        "13772653.n",
        "13973632.n"
      ],
      "canonical_synset": "03134771.a",
      "lemmas": [
        "scalar"
      ],
      "pos": "a",
      "definition": "of or relating to a directionless magnitude (such as mass or speed etc.) that is completely specified by its magnitude",
      "lexname": "adj.pert",
      "child_concepts": [
        "Temperature",
        "PerformanceMeasure",
        "CurrencyMeasure",
        "InformationMeasure",
        "TemperatureMeasure",
        "TimeMeasure",
        "SpaceMeasure",
        "FieldMeasure"
      ]
    },
    {
      "sumo_term": "Physics",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [
        "PhysicalProperty",
        "PhysicsScience",
        "Physics_Physical",
        "Physics_Physics"
      ],
      "child_count": 4,
      "sumo_definition": "The study of matter and energy and their relations.",
      "synset_count": 5,
      "synsets": [
        "02779774.a",
        "06090869.n",
        "06094587.n",
        "06100101.n",
        "06101973.n"
      ],
      "canonical_synset": "02779774.a",
      "lemmas": [
        "physical"
      ],
      "pos": "a",
      "definition": "relating to the sciences dealing with matter and energy; especially physics",
      "lexname": "adj.pert",
      "is_split_parent": true,
      "split_children": [
        "Physics_Physical",
        "Physics_Physics"
      ],
      "meld_source": {
        "meld_id": "org.hatcat/quality-remediation-20251206_113639@0.1.0",
        "operation": "split_parent",
        "applied_at": "2025-12-10T20:54:18.400362Z",
        "pack_version": "7.2.0"
      },
      "child_concepts": [
        "PhysicalProperty",
        "PhysicsScience",
        "Physics_Physical",
        "Physics_Physics"
      ]
    },
    {
      "sumo_term": "PhysiologicProcess",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "BiologicalProcess"
      ],
      "category_children": [
        "AutonomicProcess",
        "OrganismProcess",
        "PhysiologicalResponseToEmotionalState"
      ],
      "child_count": 3,
      "sumo_definition": "A normal process of an &%Organism\nor part of an &%Organism.",
      "synset_count": 37,
      "synsets": [
        "00007739.v",
        "00008055.v",
        "00008195.v",
        "00008435.v",
        "00008602.v",
        "00008977.v",
        "00066025.v",
        "00066685.v",
        "00066862.v",
        "00066977.v",
        "00067129.v",
        "00067274.v",
        "00069747.v",
        "00242808.n",
        "00830448.n",
        "00830733.n",
        "01188342.v",
        "01262109.n",
        "01262345.n",
        "01644522.v",
        "01779558.s",
        "02698944.v",
        "02816888.a",
        "02978635.a",
        "02983097.a",
        "02983236.a",
        "05005064.n",
        "13429780.n",
        "13436503.n",
        "13437495.n",
        "13452347.n",
        "13491616.n",
        "13507827.n",
        "13509843.n",
        "13544783.n",
        "13545845.n",
        "13571365.n"
      ],
      "canonical_synset": "00007739.v",
      "lemmas": [
        "blink",
        "wink",
        "nictitate",
        "nictate"
      ],
      "pos": "v",
      "definition": "briefly shut the eyes",
      "lexname": "verb.body",
      "child_concepts": [
        "AutonomicProcess",
        "OrganismProcess",
        "PhysiologicalResponseToEmotionalState"
      ]
    },
    {
      "sumo_term": "PlantAnatomicalStructure",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "category_children": [
        "Cotton",
        "Flower",
        "FruitOrVegetable",
        "PlantAreole",
        "PlantBranch",
        "PlantLeaf",
        "PlantRoot",
        "PlantSpinoseStructure",
        "PlantStem",
        "Pollen",
        "Seed",
        "Spore"
      ],
      "child_count": 12,
      "sumo_definition": "&%AnatomicalStructures that\nare possessed exclusively by &%Plants.",
      "synset_count": 1,
      "synsets": [
        "plant_anatomical_structure.n.01"
      ],
      "canonical_synset": "plant_anatomical_structure.n.01",
      "lemmas": [
        "plant-anatomical-structure",
        "plant anatomical structure",
        "plant_anatomical_structure"
      ],
      "pos": "noun",
      "definition": "&%AnatomicalStructures that\nare possessed exclusively by &%Plants.",
      "child_concepts": [
        "Cotton",
        "Flower",
        "PlantAreole",
        "TreeBranch",
        "MulberryLeaf",
        "PlantRoot",
        "PlantSpinoseStructure",
        "PlantStem"
      ]
    },
    {
      "sumo_term": "PolicyDivergenceSignal",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [],
      "child_count": 0,
      "child_concepts": []
    },
    {
      "sumo_term": "PoliticalGeography",
      "layer": 2,
      "parent_concepts": [
        "Region"
      ],
      "child_concepts": [
        "Nation",
        "StateOrProvince",
        "County",
        "City",
        "CityDistrict",
        "DependencyOrSpecialSovereigntyArea",
        "OverseasArea",
        "ParliamentaryTerritory",
        "PortFacility",
        "SelfGoverningTerritory",
        "UrbanLand",
        "MaritimeClaimArea",
        "InternationalBorder",
        "Neighborhood",
        "MilitaryFront",
        "IllicitDrugMoneyLaunderingArea"
      ],
      "definition": "Grouping category for Nation, StateOrProvince, County...",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "PoliticalOrgs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Organizations that engage in political activities, governance, or represent collective interests in public affairs.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Organizations that engage in political activities, governance, or represent collective interests in public affairs.",
      "relationships": {
        "related": [
          "BusinessCorporation",
          "EducationalInstitution",
          "ReligiousOrganization",
          "CharitableOrganization"
        ],
        "has_part": [
          "PoliticalOrganization",
          "InternationalOrganization",
          "UnionOrganization"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The United Nations voted on the climate resolution yesterday.",
          "Local teachers joined the union to negotiate better working conditions.",
          "The Democratic Party announced its platform for the upcoming election.",
          "NATO members discussed military cooperation strategies.",
          "The labor union organized a strike to protest wage cuts.",
          "Several political parties formed a coalition government."
        ],
        "negative_examples": [
          "Apple Inc. reported record quarterly profits.",
          "The Red Cross provided disaster relief to flood victims.",
          "Harvard University accepted 2,000 new students this year.",
          "Goldman Sachs announced a new investment fund.",
          "The Catholic Church held mass on Sunday morning.",
          "Microsoft released a software update for Windows."
        ],
        "disambiguation": "Not to be confused with: BusinessCorporation, EducationalInstitution, ReligiousOrganization, CharitableOrganization"
      },
      "meld_source": {
        "meld_id": "org.hatcat/organization-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.506461Z",
        "pack_version": "7.6.28"
      },
      "child_concepts": [
        "AmphibiousReconnaissanceUnit",
        "CivilAffairs",
        "MilitaryOrganization",
        "ParamilitaryOrganization",
        "CommunistParty",
        "PoliticalCoalition",
        "PoliticalPressureGroup",
        "ForeignTerroristOrganization",
        "OrganizationOfNations",
        "UnionOrganization"
      ]
    },
    {
      "sumo_term": "PoliticalProcess",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Work"
      ],
      "category_children": [
        "AIGovernanceProcess",
        "AfghanUnitedNationsStatusDetermination",
        "Demonstration",
        "Espionage",
        "JudicialProcess",
        "LawEnforcement",
        "LegalRemission",
        "MilitaryProcess",
        "PassingABill",
        "PoliticalActivism",
        "PoliticalCrime",
        "PoliticalProcess_Activist",
        "PoliticalProcess_Remission",
        "PoliticalRevolution",
        "Registering"
      ],
      "child_count": 15,
      "sumo_definition": "Organizational processes\nrelated to governance, policy-making, and collective decision-making for\ngroups or societies.",
      "synset_count": 50,
      "synsets": [
        "00039122.s",
        "00122106.n",
        "00122124.r",
        "00122273.r",
        "00122427.r",
        "00122630.r",
        "00129324.r",
        "00191728.v",
        "00231887.n",
        "00232147.n",
        "00234423.n",
        "00321524.r",
        "00335225.s",
        "00400851.n",
        "00405853.v",
        "00408852.v",
        "00409281.v",
        "00410055.v",
        "00411547.v",
        "00411792.v",
        "00412048.v",
        "00412292.v",
        "00412511.v",
        "00413704.v",
        "00415231.v",
        "00425872.r",
        "00469904.v",
        "00501288.v",
        "00576423.s",
        "00576573.s",
        "00772813.n",
        "00798245.n",
        "00799125.n",
        "00799236.n",
        "00799409.n",
        "00799537.n",
        "00799809.n",
        "00800121.n",
        "00800270.n",
        "00800421.n",
        "00800657.n",
        "00800825.n",
        "00800940.n",
        "00801277.n",
        "00801598.n",
        "00804909.n",
        "00805034.n",
        "00805337.n",
        "00805766.n",
        "00807059.v"
      ],
      "canonical_synset": "00039122.s",
      "lemmas": [
        "activist",
        "activistic"
      ],
      "pos": "s",
      "definition": "advocating or engaged in activism",
      "lexname": "adj.all",
      "is_split_parent": true,
      "split_children": [],
      "meld_source": {
        "meld_id": "org.hatcat/quality-remediation-20251206_113639@0.1.0",
        "operation": "split_parent",
        "applied_at": "2025-12-10T20:54:18.400392Z",
        "pack_version": "7.2.0"
      },
      "child_concepts": [
        "AIGovernanceProcess",
        "AfghanUnitedNationsStatusDetermination",
        "Demonstration",
        "Espionage",
        "JudicialProcess",
        "LegalRemission",
        "PassingABill",
        "PoliticalActivism",
        "PoliticalCrime",
        "PoliticalProcess_Activist",
        "PoliticalProcess_Remission"
      ]
    },
    {
      "sumo_term": "PositionalAttribute",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [
        "AntiSymmetricPositionalAttribute",
        "DirectionalAttribute",
        "RotationalAttribute",
        "SymmetricPositionalAttribute"
      ],
      "child_count": 4,
      "sumo_definition": "&%Attributes characterizing the\norientation of an &%Object, e.g. &%Vertical versus &%Horizontal, &%Left\nversus &%Right etc.",
      "synset_count": 50,
      "synsets": [
        "00002312.a",
        "00009373.r",
        "00009541.r",
        "00032996.r",
        "00033139.r",
        "00045607.r",
        "00045704.r",
        "00045897.r",
        "00059491.s",
        "00075656.r",
        "00075739.r",
        "00075881.r",
        "00076820.r",
        "00076921.a",
        "00077059.s",
        "00077354.s",
        "00077449.a",
        "00082308.r",
        "00083080.r",
        "00083168.r",
        "00083303.r",
        "00087367.r",
        "00087449.r",
        "00094053.r",
        "00097358.r",
        "00098605.r",
        "00104003.r",
        "00108263.a",
        "00108366.r",
        "00108434.a",
        "00108913.r",
        "00109016.a",
        "00109133.a",
        "00114750.r",
        "00114932.r",
        "00126116.s",
        "00126235.s",
        "00132754.s",
        "00136088.r",
        "00137770.r",
        "00139173.r",
        "00140049.r",
        "00140168.r",
        "00141692.r",
        "00160288.r",
        "00165676.r",
        "00170332.r",
        "00172775.r",
        "00172875.r",
        "00176253.r"
      ],
      "canonical_synset": "00002312.a",
      "lemmas": [
        "abaxial",
        "dorsal"
      ],
      "pos": "a",
      "definition": "facing away from the axis of an organ or organism",
      "lexname": "adj.all",
      "child_concepts": [
        "AntiSymmetricPositionalAttribute",
        "DirectionalAttribute",
        "RotationalAttribute",
        "SymmetricPositionalAttribute"
      ]
    },
    {
      "sumo_term": "Predicate",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Relation"
      ],
      "category_children": [
        "BinaryPredicate",
        "ClosedWorldPredicate",
        "LogicalOperator",
        "QuaternaryPredicate",
        "QuintaryPredicate",
        "TernaryPredicate"
      ],
      "child_count": 6,
      "sumo_definition": "A &%Predicate is a sentence-forming &%Relation.\nEach tuple in the &%Relation is a finite, ordered sequence of objects.\nThe fact that a particular tuple is an element of a &%Predicate is denoted\nby '(*predicate* arg_1 arg_2 .. arg_n)', where the arg_i are the\nobjects so related.  In the case of &%BinaryPredicates, the fact can\nbe read as `arg_1 is *predicate* arg_2' or `a *predicate* of\narg_1 is arg_2'.",
      "synset_count": 1,
      "synsets": [
        "predicate.n.01"
      ],
      "canonical_synset": "predicate.n.01",
      "lemmas": [
        "predicate"
      ],
      "pos": "noun",
      "definition": "A &%Predicate is a sentence-forming &%Relation.\nEach tuple in the &%Relation is a finite, ordered sequence of objects.\nThe fact that a particular tuple is an element of a &%Predicate is denoted\nby '(*predicate* arg_1 arg_2 .. arg_n)', where the arg_i are the\nobjects so related.  In the case of &%BinaryPredicates, the fact can\nbe read as `arg_1 is *predicate* arg_2' or `a *predicate* of\narg_1 is arg_2'.",
      "child_concepts": [
        "SheddingPart",
        "ClosedWorldPredicate",
        "LogicalOperator"
      ]
    },
    {
      "sumo_term": "Pretending",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AgentAction"
      ],
      "category_children": [
        "DramaticActing"
      ],
      "child_count": 1,
      "sumo_definition": "Any &%SocialInteraction where a\n&%CognitiveAgent or &%Group of &%CognitiveAgents attempts to make\nanother &%CognitiveAgent or &%Group of &%CognitiveAgents believe\nsomething that is false.  This covers deceit, affectation,\nimpersonation, and entertainment productions, to give just a few\nexamples.",
      "synset_count": 50,
      "synsets": [
        "00011982.v",
        "00013615.v",
        "00066527.r",
        "00073048.a",
        "00073358.s",
        "00073465.s",
        "00073761.s",
        "00073935.s",
        "00074094.s",
        "00074346.a",
        "00074741.s",
        "00074867.s",
        "00075019.s",
        "00189278.r",
        "00260648.v",
        "00261314.v",
        "00370260.r",
        "00378365.r",
        "00378665.r",
        "00378804.r",
        "00410096.n",
        "00513401.n",
        "00513597.n",
        "00548802.n",
        "00549106.n",
        "00549284.n",
        "00549472.n",
        "00549610.n",
        "00550341.n",
        "00550545.n",
        "00551508.n",
        "00551585.n",
        "00551714.n",
        "00552097.n",
        "00552219.n",
        "00552312.n",
        "00750405.n",
        "00751145.n",
        "00751529.n",
        "00751779.n",
        "00751944.n",
        "00752144.n",
        "00752298.n",
        "00752431.n",
        "00752798.n",
        "00752954.n",
        "00753240.n",
        "00753472.n",
        "00753685.n",
        "00754280.n"
      ],
      "canonical_synset": "00011982.v",
      "lemmas": [
        "quack"
      ],
      "pos": "v",
      "definition": "act as a medical quack or a charlatan",
      "lexname": "verb.body",
      "child_concepts": [
        "CharacterPortrayal",
        "DramaticActing_Acting",
        "DramaticActing_Embody",
        "DramaticActing_Stage",
        "PerformanceArt",
        "TheatricalProduction"
      ]
    },
    {
      "sumo_term": "Product",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [
        "AgriculturalProduct",
        "AnimalProduct",
        "BeverageProduct",
        "CapitalGood",
        "ComputationalSystem",
        "ComputerHardware",
        "DurableGood",
        "FoodProduct",
        "ForestProduct",
        "HandicraftProduct",
        "IndustrialProduct",
        "IndustrialSupply",
        "Lumber",
        "ManufacturedProduct",
        "MassFurniture",
        "MiningProduct",
        "PackagedBeverageProduct",
        "PackagedFoodProduct",
        "PlantProduct",
        "TransportationEquipment"
      ],
      "child_count": 20,
      "sumo_definition": "An &%Artifact that is produced by &%Manufacture.",
      "synset_count": 16,
      "synsets": [
        "00347474.r",
        "00672785.s",
        "00673172.s",
        "01110251.s",
        "02930492.n",
        "03076708.n",
        "03252064.n",
        "03287178.n",
        "03320735.n",
        "03403169.n",
        "03408721.n",
        "03434428.n",
        "03748886.n",
        "04073208.n",
        "04321534.n",
        "05845652.n"
      ],
      "canonical_synset": "00347474.r",
      "lemmas": [
        "generically"
      ],
      "pos": "r",
      "definition": "without a trademark or brand name",
      "lexname": "adv.all",
      "child_concepts": [
        "AgriculturalProduct",
        "AnimalProduct",
        "BeverageProduct",
        "CapitalGood",
        "ComputationalSystem",
        "ComputerHardware",
        "DurableGood",
        "FoodProduct",
        "ForestProduct",
        "HandicraftProduct",
        "IndustrialProduct",
        "IndustrialSupply",
        "ManufacturedProduct",
        "MassFurniture",
        "MiningProduct",
        "PackagedBeverageProduct",
        "PackagedFoodProduct",
        "PlantProduct",
        "TransportationEquipment",
        "Vehicle"
      ]
    },
    {
      "sumo_term": "PromptFollowing",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The capability of an AI\nsystem to interpret and execute instructions provided in natural language\nprompts.",
      "synset_count": 1,
      "synsets": [
        "prompt_following.v.01"
      ],
      "canonical_synset": "prompt_following.v.01",
      "lemmas": [
        "prompt-following",
        "prompt following",
        "prompt_following"
      ],
      "pos": "verb",
      "definition": "The capability of an AI\nsystem to interpret and execute instructions provided in natural language\nprompts.",
      "child_concepts": []
    },
    {
      "sumo_term": "PsychologicalProcess",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "BiologicalProcess"
      ],
      "category_children": [
        "BecomingDrunk",
        "EmotionalBehavioralProcess",
        "FallingAsleep",
        "Frightening",
        "GainingConsciousness",
        "Imagining",
        "IntentionalPsychologicalProcess",
        "LosingConsciousness",
        "Perception",
        "Remembering",
        "Sleeping",
        "SoberingUp",
        "WakingUp"
      ],
      "child_count": 13,
      "sumo_definition": "A &%BiologicalProcess which takes\nplace in the mind or brain of an &%Organism and which may be manifested in the behavior\nof the &%Organism.",
      "synset_count": 50,
      "synsets": [
        "00045646.n",
        "00072473.n",
        "00072808.n",
        "00073177.n",
        "00073525.n",
        "00094788.n",
        "00094954.n",
        "00100889.n",
        "00105958.v",
        "00147815.v",
        "00150776.v",
        "00157389.a",
        "00157849.a",
        "00158996.n",
        "00200041.n",
        "00207252.r",
        "00210127.r",
        "00228724.r",
        "00245716.r",
        "00341285.v",
        "00341917.v",
        "00553655.n",
        "00572845.s",
        "00573093.s",
        "00592702.v",
        "00631737.v",
        "00683280.v",
        "00686447.v",
        "00688377.v",
        "00689344.v",
        "00689950.v",
        "00690305.v",
        "00690614.v",
        "00693780.v",
        "00715239.v",
        "00719734.v",
        "00720063.v",
        "00723349.v",
        "00733895.v",
        "00817003.v",
        "00882554.n",
        "00940412.n",
        "00940560.n",
        "00940709.n",
        "00940842.n",
        "01076488.n",
        "01076724.n",
        "01328753.s",
        "01430952.v",
        "01431471.s"
      ],
      "canonical_synset": "00045646.n",
      "lemmas": [
        "rally",
        "rallying"
      ],
      "pos": "n",
      "definition": "the feat of mustering strength for a renewed effort",
      "lexname": "noun.act",
      "child_concepts": [
        "BecomingDrunk",
        "EmotionalBehavioralProcess",
        "FallingAsleep",
        "Frightening",
        "GainingConsciousness",
        "Imagining",
        "IntentionalPsychologicalProcess",
        "LosingConsciousness",
        "Perception",
        "Remembering",
        "Sleeping",
        "SoberingUp",
        "WakingUp"
      ]
    },
    {
      "sumo_term": "Radiating",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Motion"
      ],
      "category_children": [
        "Explosion",
        "Lightning",
        "RadiatingElectromagnetic",
        "RadiatingInfrared",
        "RadiatingNuclear",
        "RadiatingSound",
        "Reflecting"
      ],
      "child_count": 7,
      "sumo_definition": "Processes in which some form of electromagnetic\nradiation, e.g. radio waves, light waves, electrical energy, etc., is given\noff or absorbed by something else.",
      "synset_count": 50,
      "synsets": [
        "00043411.a",
        "00043615.a",
        "00141262.r",
        "00142105.r",
        "00291163.v",
        "00291286.v",
        "00291757.v",
        "00292247.v",
        "00292368.v",
        "00358132.a",
        "00358392.s",
        "00358534.s",
        "00358678.s",
        "00358820.s",
        "00358951.a",
        "00359160.s",
        "00359260.s",
        "00366355.a",
        "00366526.a",
        "00427105.s",
        "00427255.a",
        "00469468.s",
        "00506096.r",
        "00763633.a",
        "00763767.a",
        "00978580.n",
        "01252918.n",
        "01253060.n",
        "02008615.a",
        "02009012.a",
        "02009166.s",
        "02079933.v",
        "02080482.v",
        "02080783.v",
        "02080924.v",
        "02085573.v",
        "02111838.v",
        "02138075.v",
        "02138283.v",
        "02139883.v",
        "02160177.v",
        "02160321.v",
        "02160433.v",
        "02160552.v",
        "02161160.v",
        "02161330.v",
        "02162815.v",
        "02380565.a",
        "02380819.a",
        "02517999.s"
      ],
      "canonical_synset": "00043411.a",
      "lemmas": [
        "active"
      ],
      "pos": "a",
      "definition": "(of the sun) characterized by an increased occurrence of sunspots and flares and radio emissions",
      "lexname": "adj.all",
      "child_concepts": [
        "Explosion",
        "RadiatingElectromagnetic",
        "RadiatingNuclear",
        "RadiatingSound",
        "Reflecting"
      ]
    },
    {
      "sumo_term": "Reasoning",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [
        "CriticalEvaluation"
      ],
      "child_count": 1,
      "sumo_definition": "The &%Class of\n&%IntentionalPsychologicalProcesses which involve concluding, on the basis of either\ndeductive or inductive evidence, that a particular &%Proposition or &%Sentence is true.",
      "synset_count": 50,
      "synsets": [
        "00005343.r",
        "00133221.r",
        "00138912.a",
        "00139126.a",
        "00149296.v",
        "00149469.v",
        "00169971.r",
        "00170188.r",
        "00251525.r",
        "00251611.r",
        "00363463.r",
        "00363602.r",
        "00363744.r",
        "00411235.n",
        "00585751.s",
        "00593669.v",
        "00619183.v",
        "00621504.v",
        "00621653.v",
        "00623947.v",
        "00624263.v",
        "00627091.v",
        "00627420.v",
        "00628491.v",
        "00629257.v",
        "00629492.v",
        "00629889.v",
        "00630026.v",
        "00630223.v",
        "00632627.v",
        "00632931.v",
        "00633094.v",
        "00633265.v",
        "00634090.v",
        "00634286.v",
        "00634906.v",
        "00635714.v",
        "00636441.v",
        "00636574.v",
        "00636888.v",
        "00637115.v",
        "00641252.v",
        "00664788.v",
        "00665335.v",
        "00665630.v",
        "00666886.v",
        "00667102.v",
        "00667224.v",
        "00667424.v",
        "00667747.v"
      ],
      "canonical_synset": "00005343.r",
      "lemmas": [
        "arguably"
      ],
      "pos": "r",
      "definition": "as can be shown by argument",
      "lexname": "adv.all",
      "child_concepts": [
        "CSReasoningProcess",
        "CounterIntelligenceReasoningProcess",
        "EmbodimentReasoningProcess",
        "EpistemicUncertaintyReasoning",
        "EquityBalancingReasoning",
        "FairnessAwareReasoning",
        "FluidReasoningProcess",
        "MultimodalReasoning",
        "ParadoxReasoning",
        "SimulationBasedReasoning",
        "TradecraftReasoningProcess",
        "TruncatedReasoning",
        "EmbodimentAwarenessSignal",
        "DecisionTheoreticProcess"
      ]
    },
    {
      "sumo_term": "RecreationOrExercise",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "SocialLife"
      ],
      "category_children": [
        "FitnessExercise",
        "Game",
        "Smoking",
        "SocialParty",
        "Vacationing",
        "Yoga"
      ],
      "child_count": 6,
      "sumo_definition": "A &%Process that is carried out for\nthe purpose of recreation or exercise.  Since &%RecreationOrExercise is a\nsubclass of &%IntentionalProcess, the intent of a process determines whether\nor not it is an instance of the class.  Hence, if John and Bill watch the same\nprogram on television, and John watches it to relax while Bill watches it solely\nto satisfy an educational requirement, then John's watching the movie is an\ninstance of &%RecreationOrExercise, while Bill's is not (both cases of\nwatching the television program would however be in the class of &%Seeing, since\nbeing an instance of this latter class is not determined by intention).",
      "synset_count": 50,
      "synsets": [
        "00041188.n",
        "00075021.v",
        "00075421.v",
        "00075708.v",
        "00075998.v",
        "00099721.v",
        "00099799.n",
        "00099951.n",
        "00100044.v",
        "00100235.v",
        "00100410.v",
        "00100551.v",
        "00100905.v",
        "00101137.v",
        "00101277.v",
        "00101434.v",
        "00298351.n",
        "00426928.n",
        "00427580.n",
        "00429048.n",
        "00429322.n",
        "00429949.n",
        "00431005.n",
        "00431292.n",
        "00431552.n",
        "00431893.n",
        "00432164.n",
        "00432356.n",
        "00432587.n",
        "00432689.n",
        "00432881.n",
        "00458641.n",
        "00459013.n",
        "00484802.n",
        "00485998.n",
        "00486130.n",
        "00487072.n",
        "00487326.n",
        "00487453.n",
        "00509846.n",
        "00510050.n",
        "00510189.n",
        "00510383.n",
        "00510723.n",
        "00510922.n",
        "00511041.n",
        "00511212.n",
        "00511555.n",
        "00511676.n",
        "00511817.n"
      ],
      "canonical_synset": "00041188.n",
      "lemmas": [
        "playing"
      ],
      "pos": "n",
      "definition": "the action of taking part in a game or sport or other recreation",
      "lexname": "noun.act",
      "child_concepts": [
        "FitnessExercise",
        "Game",
        "Smoking",
        "SocialParty",
        "Yoga"
      ]
    },
    {
      "sumo_term": "RecreationalArtifacts",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Objects designed for leisure activities, entertainment, or social enjoyment",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Objects designed for leisure activities, entertainment, or social enjoyment",
      "relationships": {
        "related": [
          "WorkTools",
          "MedicalDevices",
          "KitchenUtensils",
          "TransportVehicles"
        ],
        "has_part": [
          "GameArtifact",
          "WetBar"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The pool table in the basement gets lots of use during family gatherings",
          "She installed a wet bar in her den for hosting cocktail parties",
          "The batting gloves helped him get a better grip during practice",
          "They set up a dartboard in the garage for weekend tournaments",
          "The home theater system made movie nights much more enjoyable",
          "His collection of board games filled an entire closet"
        ],
        "negative_examples": [
          "The kitchen knife was sharp enough to cut through the vegetables",
          "She used a wrench to tighten the loose pipe",
          "The office desk had plenty of storage space for files",
          "The medical equipment was sterilized before surgery",
          "The farmer's plow broke down in the middle of the field",
          "The construction hammer was heavy but well-balanced"
        ],
        "disambiguation": "Not to be confused with: WorkTools, MedicalDevices, KitchenUtensils, TransportVehicles"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813563Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "BaseballBase",
        "BaseballBat",
        "GameBoard",
        "GameGoal",
        "GamePiece",
        "PitchersMound",
        "PlayingCard",
        "WetBar"
      ]
    },
    {
      "sumo_term": "ReligiousOrganization",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [
        "Abbey",
        "Church",
        "MissionOrganization"
      ],
      "child_count": 3,
      "sumo_definition": "An &%Organization whose members\nshare a set of religious beliefs.",
      "synset_count": 50,
      "synsets": [
        "00093489.r",
        "01691975.s",
        "02578894.s",
        "02598768.a",
        "02639193.a",
        "02686630.a",
        "02701922.a",
        "02710825.a",
        "02710981.a",
        "02794372.a",
        "02871695.a",
        "02899486.a",
        "02921108.a",
        "02921753.a",
        "02923005.a",
        "02923281.a",
        "02923510.a",
        "02923745.a",
        "02924102.a",
        "02924600.a",
        "02924739.a",
        "02924932.a",
        "02925084.a",
        "02925195.a",
        "02925342.a",
        "02925655.a",
        "02926025.a",
        "02926708.a",
        "02952450.a",
        "02952814.a",
        "02953235.a",
        "02955216.a",
        "02955806.a",
        "02955996.a",
        "02970073.a",
        "03047501.a",
        "03053199.a",
        "03056463.a",
        "03062466.a",
        "03066658.a",
        "03076935.a",
        "03099454.n",
        "03835853.n",
        "04005197.n",
        "07991364.n",
        "08075647.n",
        "08081668.n",
        "08083320.n",
        "08085159.n",
        "08086050.n"
      ],
      "canonical_synset": "00093489.r",
      "lemmas": [
        "denominationally"
      ],
      "pos": "r",
      "definition": "with respect to denomination",
      "lexname": "adv.all",
      "child_concepts": [
        "Abbey",
        "Church",
        "MissionOrganization"
      ]
    },
    {
      "sumo_term": "ReligiousProcess",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "SocialLife"
      ],
      "category_children": [
        "Baptizing",
        "BarMitzvah",
        "BatMitzvah",
        "IslamicMilitancy",
        "Ordaining",
        "Praying",
        "ReligiousFuneral",
        "ReligiousService",
        "ReligiousWedding"
      ],
      "child_count": 9,
      "sumo_definition": "An &%OrganizationalProcess that is\ncarried out within or by a &%ReligiousOrganization.",
      "synset_count": 50,
      "synsets": [
        "00085626.v",
        "00094001.n",
        "00178460.r",
        "00211517.r",
        "00361720.s",
        "00385385.v",
        "00385685.v",
        "00385865.v",
        "00386252.v",
        "00386390.v",
        "00386566.v",
        "00475819.v",
        "00476313.v",
        "00571738.v",
        "00573666.s",
        "00577357.n",
        "00580512.v",
        "00580720.v",
        "00675412.v",
        "00760402.v",
        "00769834.v",
        "00787515.v",
        "00818805.v",
        "00828003.v",
        "00828227.v",
        "00866702.v",
        "00866953.v",
        "00867062.v",
        "00867231.v",
        "00886978.v",
        "00924777.v",
        "00926932.v",
        "00933239.v",
        "01028082.n",
        "01028534.n",
        "01028655.n",
        "01029114.n",
        "01029323.n",
        "01029406.n",
        "01029671.n",
        "01029883.n",
        "01030033.n",
        "01030152.n",
        "01030280.n",
        "01030397.v",
        "01030488.n",
        "01030678.v",
        "01030820.n",
        "01031392.n",
        "01032892.n"
      ],
      "canonical_synset": "00085626.v",
      "lemmas": [
        "anoint",
        "inunct",
        "oil",
        "anele",
        "embrocate"
      ],
      "pos": "v",
      "definition": "administer an oil or ointment to ; often in a religious ceremony of blessing",
      "lexname": "verb.body",
      "child_concepts": [
        "Baptizing",
        "BarMitzvah",
        "BatMitzvah",
        "IslamicMilitancy",
        "Ordaining",
        "ReligiousBurial",
        "ChristianService",
        "SpiritualPractice"
      ]
    },
    {
      "sumo_term": "RespiratorySystem",
      "layer": 2,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "child_concepts": [
        "Airway_Respiratory Tract",
        "RespiratoryAirway",
        "VentilationDuct"
      ],
      "definition": "Grouping category for Airway_Respiratory Tract, RespiratoryAirway, VentilationDuct",
      "synsets": [],
      "is_grouping_node": true
    },
    {
      "sumo_term": "SafeAIDeployment",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Intentional processes by which ArtificialIntelligence systems are deployed\n   in ways that maintain safety margins, robustness, and oversight.",
      "synset_count": 1,
      "synsets": [
        "safe_a_i_deployment.n.01"
      ],
      "canonical_synset": "safe_a_i_deployment.n.01",
      "lemmas": [
        "safe_a_i_deployment",
        "safe-a-i-deployment",
        "safe a i deployment"
      ],
      "pos": "noun",
      "definition": "Intentional processes by which ArtificialIntelligence systems are deployed\n   in ways that maintain safety margins, robustness, and oversight.",
      "child_concepts": []
    },
    {
      "sumo_term": "ScenarioAbstracts",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Abstract representations of situations, circumstances, or possible states of affairs that can be analyzed or modeled.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Abstract representations of situations, circumstances, or possible states of affairs that can be analyzed or modeled.",
      "relationships": {
        "related": [
          "MathematicalObject",
          "ConceptualFramework",
          "LogicalConstruct",
          "AbstractProcess",
          "InformationStructure"
        ],
        "has_part": [
          "FutureScenario",
          "Condition",
          "State",
          "ModalEntity"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "We need to consider the scenario where inflation rises above 5% next year.",
          "The patient's current condition requires immediate medical attention.",
          "In a possible world where gravity worked differently, physics would be strange.",
          "The system's idle state consumes minimal power resources.",
          "Under normal circumstances, this reaction should proceed smoothly.",
          "The emergency scenario planning included multiple contingencies."
        ],
        "negative_examples": [
          "The number 42 appears frequently in mathematics.",
          "Democracy is a form of government with elected representatives.",
          "The concept of justice varies across different cultures.",
          "This logical argument follows valid inference rules.",
          "The set of all prime numbers is infinite.",
          "Addition is a fundamental mathematical operation."
        ],
        "disambiguation": "Not to be confused with: MathematicalObject, ConceptualFramework, LogicalConstruct, AbstractProcess, InformationStructure"
      },
      "meld_source": {
        "meld_id": "org.hatcat/abstractentity-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.649126Z",
        "pack_version": "7.6.7"
      },
      "child_concepts": [
        "FutureScenario",
        "Condition",
        "State",
        "PossibleWorld"
      ]
    },
    {
      "sumo_term": "ScientificEntity",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [
        "Explanation",
        "FalsificationEvent",
        "Hypothesis",
        "Observation",
        "Prediction",
        "ScientificEvidence",
        "ScientificLaw",
        "ScientificModel",
        "ScientificTheory",
        "StatisticalHypothesis"
      ],
      "child_count": 10,
      "sumo_definition": "An AbstractEntity used in scientific inquiry, including hypotheses,\n   theories, models, laws, data, evidence, and predictions.",
      "synset_count": 1,
      "synsets": [
        "scientific_entity.n.01"
      ],
      "canonical_synset": "scientific_entity.n.01",
      "lemmas": [
        "scientific-entity",
        "scientific entity",
        "scientific_entity"
      ],
      "pos": "noun",
      "definition": "An AbstractEntity used in scientific inquiry, including hypotheses,\n   theories, models, laws, data, evidence, and predictions.",
      "child_concepts": [
        "Explanation",
        "FalsificationEvent",
        "Hypothesis",
        "Observation",
        "Prediction",
        "ScientificEvidence",
        "ScientificLaw",
        "ScientificModel",
        "ScientificTheory",
        "StatisticalHypothesis"
      ]
    },
    {
      "sumo_term": "SentientAgent",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AutonomousAgent"
      ],
      "category_children": [
        "CognitiveAgent"
      ],
      "child_count": 1,
      "sumo_definition": "A &%SentientAgent is an\n&%AutonomousAgent that is capable of &%Perception and experiences some level of\nconsciousness (see &%ConsciousnessAttribute).  If the &%AutonomousAgent is able\nto reason at a comparatively high level (evinced by the ability to\nlearn, plan, and feel emotions), then it is also an instance of\n&%CognitiveAgent.  A &%DomesticAnimal is a &%SentientAgent, but may or\nmay not be a &%CognitiveAgent, depending on the type of &%Animal.",
      "synset_count": 50,
      "synsets": [
        "00117385.a",
        "00117654.s",
        "00117754.a",
        "00117961.s",
        "01827202.n",
        "05006020.n",
        "09483738.n",
        "09484313.n",
        "09484465.n",
        "09484664.n",
        "09486424.n",
        "09486639.n",
        "09486781.n",
        "09487022.n",
        "09487252.n",
        "09487385.n",
        "09487692.n",
        "09487821.n",
        "09488006.n",
        "09488117.n",
        "09488448.n",
        "09488584.n",
        "09488995.n",
        "09489146.n",
        "09489601.n",
        "09489697.n",
        "09491038.n",
        "09491504.n",
        "09491784.n",
        "09491966.n",
        "09492123.n",
        "09492733.n",
        "09492877.n",
        "09493043.n",
        "09493204.n",
        "09493562.n",
        "09493807.n",
        "09494149.n",
        "09494280.n",
        "09494388.n",
        "09494609.n",
        "09494951.n",
        "09495619.n",
        "09495732.n",
        "09495849.n",
        "09495962.n",
        "09496099.n",
        "09496261.n",
        "09496460.n",
        "09496802.n"
      ],
      "canonical_synset": "00117385.a",
      "lemmas": [
        "sentient",
        "animate"
      ],
      "pos": "a",
      "definition": "endowed with feeling and unstructured consciousness; - T.E.Lawrence",
      "lexname": "adj.all",
      "child_concepts": [
        "Agent",
        "AgentiveEntity",
        "ArtificialAgent",
        "CognitiveAgent_Charon",
        "CognitiveAgent_Royal",
        "CognitiveAuthorityAgents",
        "CognitiveMythologicalAgents",
        "CognitiveSystem",
        "Deity",
        "Human",
        "MoralConcepts",
        "CognitiveAgent"
      ]
    },
    {
      "sumo_term": "ServiceAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Attributes that describe characteristics or qualities of commercial services and hospitality offerings.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Attributes that describe characteristics or qualities of commercial services and hospitality offerings.",
      "relationships": {
        "related": [
          "PhysicalAttribute",
          "PersonalAttribute",
          "TemporalAttribute",
          "SpatialAttribute"
        ],
        "has_part": [
          "HotelLevelAttribute",
          "HotelRoomAttribute",
          "ServiceAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The hotel room features a king-size bed and ocean view.",
          "This restaurant offers 24-hour room service to guests.",
          "The spa is currently closed for renovations.",
          "The penthouse suite includes a private balcony and concierge service.",
          "The fitness center is open from 6 AM to 10 PM daily.",
          "The hotel lobby has complimentary WiFi and business center access."
        ],
        "negative_examples": [
          "The building has five floors and an elevator.",
          "She has excellent communication skills and leadership experience.",
          "The car's engine is powerful and fuel-efficient.",
          "The software has advanced security features and cloud integration.",
          "His personality is outgoing and friendly.",
          "The city's population is growing rapidly this decade."
        ],
        "disambiguation": "Not to be confused with: PhysicalAttribute, PersonalAttribute, TemporalAttribute, SpatialAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802500Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "HotelLevelAttribute",
        "HotelRoomAttribute",
        "ServiceAttribute"
      ]
    },
    {
      "sumo_term": "ServiceOrgs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Organizations that provide assistance, support, or specialized services to people or other entities.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Organizations that provide assistance, support, or specialized services to people or other entities.",
      "relationships": {
        "related": [
          "ProductionOrgs",
          "GovernmentOrgs",
          "EducationalOrgs",
          "FinancialOrgs"
        ],
        "has_part": [
          "CareOrganization",
          "CustomerSupport",
          "HotelFrontDesk",
          "ServiceOrganization",
          "SecurityUnit"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The hospital's patient care team worked around the clock to help recovery.",
          "I called the customer service department about my billing issue.",
          "Hotel front desk staff helped us check in and find our room.",
          "The security department monitors all entrances to the building.",
          "Public utilities provide essential services like water and electricity to residents.",
          "The IT help desk resolved our computer problems quickly."
        ],
        "negative_examples": [
          "The manufacturing company produces automotive parts for export.",
          "Our research team is developing new cancer treatments in the lab.",
          "The sales division exceeded their quarterly revenue targets.",
          "Local government officials passed new zoning regulations today.",
          "The investment firm manages portfolios worth millions of dollars.",
          "Educational institutions offer degree programs to thousands of students."
        ],
        "disambiguation": "Not to be confused with: ProductionOrgs, GovernmentOrgs, EducationalOrgs, FinancialOrgs"
      },
      "meld_source": {
        "meld_id": "org.hatcat/organization-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.506452Z",
        "pack_version": "7.6.28"
      },
      "child_concepts": [
        "HospitalOrganization",
        "PrivateMedicalClinic",
        "CustomerSupport",
        "HotelFrontDesk",
        "InformationSocietyService",
        "SecurityUnit"
      ]
    },
    {
      "sumo_term": "ServiceProcess",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AgentAction"
      ],
      "category_children": [
        "AssistantServiceDelivery",
        "BusinessServices",
        "CateringService",
        "CheckInService",
        "CheckOutService",
        "ChildCareService",
        "CleaningServices",
        "CommercialService",
        "CurrencyExchangeService",
        "DryCleaningService",
        "ExecutiveService",
        "HotelServices",
        "IroningService",
        "LaundryService",
        "MedicalService",
        "PhotocopyingService",
        "RoomCleaningService",
        "RoomService",
        "SafetyDepositService",
        "SecretarialService",
        "TourService",
        "TransportationService",
        "TurndownService",
        "WakeUpService"
      ],
      "child_count": 24,
      "sumo_definition": "&%ServiceProcess denotes the class\nof events in which one agent performs a service for another.  The\nservice need not be commercial, and it need not be the case that\nthe &%serviceRecipient pays or recompenses the &%serviceProvider\nfor the service.",
      "synset_count": 1,
      "synsets": [
        "00584891.n"
      ],
      "canonical_synset": "00584891.n",
      "lemmas": [
        "service"
      ],
      "pos": "n",
      "definition": "employment in or work for another",
      "lexname": "noun.act",
      "child_concepts": [
        "AssistantServiceDelivery",
        "CateringService",
        "ChildCareService",
        "CurrencyExchangeService",
        "MedicalService",
        "SafetyDepositService",
        "TourService",
        "TransportationService",
        "HotelServices",
        "CleaningServices",
        "BusinessServices"
      ]
    },
    {
      "sumo_term": "Set",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "SetOrClass"
      ],
      "category_children": [
        "FiniteSet",
        "NonNullSet",
        "NullSet",
        "SetOfEquations"
      ],
      "child_count": 4,
      "sumo_definition": "A &%SetOrClass that satisfies extensionality as well\nas other constraints specified by some choice of set theory.  &%Sets differ\nfrom &%Classes in two important respects.  First, &%Sets are extensional -\ntwo &%Sets with the same &%elements are identical.  Second, a &%Set can be\nan arbitrary stock of objects.  That is, there is no requirement that &%Sets\nhave an associated condition that determines their membership.  Note that &%Sets\nare not assumed to be unique sets, i.e. &%elements of a &%Set may occur more\nthan once in the &%Set.",
      "synset_count": 26,
      "synsets": [
        "01659999.a",
        "01660135.a",
        "05729036.n",
        "06016276.n",
        "06016462.n",
        "06016600.n",
        "06016746.n",
        "06016853.n",
        "06017053.n",
        "06017472.n",
        "07985135.n",
        "07999699.n",
        "08000644.n",
        "08000881.n",
        "08001209.n",
        "08001441.n",
        "08001685.n",
        "08004342.n",
        "08004548.n",
        "08004695.n",
        "08004953.n",
        "08005123.n",
        "08005260.n",
        "08005877.n",
        "08005954.n",
        "08268321.n"
      ],
      "canonical_synset": "01659999.a",
      "lemmas": [
        "open"
      ],
      "pos": "a",
      "definition": "(set theory) of an interval that contains neither of its endpoints",
      "lexname": "adj.all",
      "child_concepts": [
        "FiniteSet",
        "NonNullSet",
        "NullSet",
        "SetOfEquations"
      ]
    },
    {
      "sumo_term": "Skeletal",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Relating to or involving the structural framework of bones, shells, or hard supportive elements in organisms.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Relating to or involving the structural framework of bones, shells, or hard supportive elements in organisms.",
      "relationships": {
        "related": [
          "Muscular",
          "Circulatory",
          "Nervous",
          "Digestive"
        ],
        "has_part": [
          "Bone",
          "Exoskeleton",
          "Skeleton",
          "XyphiodProcess"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The skeletal system provides structural support for the human body.",
          "Marine biologists studied the crab's hard exoskeleton structure.",
          "X-rays revealed damage to his skeletal framework after the accident.",
          "The fossil showed remarkably preserved bone structure from millions of years ago.",
          "Arthropods rely on their external skeletal armor for protection.",
          "The xiphoid process is a small cartilaginous extension of the sternum."
        ],
        "negative_examples": [
          "She flexed her muscular arms after the workout.",
          "The circulatory system pumps blood throughout the body.",
          "His nervous system was affected by the medication.",
          "The skin provides a protective barrier against infections.",
          "Digestive enzymes break down food in the stomach.",
          "Respiratory function was monitored during surgery."
        ],
        "disambiguation": "Not to be confused with: Muscular, Circulatory, Nervous, Digestive"
      },
      "meld_source": {
        "meld_id": "org.hatcat/bodypart-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.885707Z",
        "pack_version": "7.6.10"
      },
      "child_concepts": [
        "ArmBone",
        "Coccyx",
        "FootBone",
        "HeadBone",
        "Horn",
        "Ivory",
        "LegBone",
        "PelvicBone",
        "Phalanx",
        "Sacrum",
        "ShoulderGirdleBone",
        "ThoraxBone",
        "ThroatBone",
        "Tooth",
        "Exoskeleton",
        "Skeleton",
        "XyphiodProcess"
      ]
    },
    {
      "sumo_term": "SocialAbstracts",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Abstract concepts that enable or structure social interaction, communication, and collective identity formation.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Abstract concepts that enable or structure social interaction, communication, and collective identity formation.",
      "relationships": {
        "related": [
          "MathematicalObject",
          "LogicalConstruct",
          "InformationStructure",
          "ConceptualFramework"
        ],
        "has_part": [
          "SocialGroup",
          "PersonaConcept",
          "CommunicationChannel",
          "Medium"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The marketing team created a new brand persona for their social media campaigns.",
          "Online forums provide different communication channels for various interest groups.",
          "The gaming community developed its own unique social dynamics and roles.",
          "Instagram serves as a medium for visual storytelling and social connection.",
          "Professional networking groups help people build career relationships.",
          "The chatbot adopted a helpful assistant persona when interacting with customers."
        ],
        "negative_examples": [
          "The mathematical equation represented a complex numerical relationship.",
          "Gravity is a fundamental physical force acting on all objects with mass.",
          "The philosophical argument relied on logical premises and deductive reasoning.",
          "DNA contains the genetic information for biological inheritance.",
          "The software algorithm processed data using computational rules.",
          "Economic inflation affects the purchasing power of currency over time."
        ],
        "disambiguation": "Not to be confused with: MathematicalObject, LogicalConstruct, InformationStructure, ConceptualFramework"
      },
      "meld_source": {
        "meld_id": "org.hatcat/abstractentity-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.649121Z",
        "pack_version": "7.6.7"
      },
      "child_concepts": [
        "IngroupConcept",
        "OutgroupConcept",
        "PersonaConcept",
        "BroadcastMedia",
        "ChatbotInterface",
        "GamePlatform",
        "MessagingPlatform",
        "SocialMediaPlatform",
        "VideoPlatform",
        "Medium"
      ]
    },
    {
      "sumo_term": "SocialCognition",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Cognitive processes involving understanding, predicting, or influencing other minds and social systems.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Cognitive processes involving understanding, predicting, or influencing other minds and social systems.",
      "relationships": {
        "related": [
          "PerceptualProcess",
          "MemoryProcess",
          "ReasoningProcess",
          "AttentionalProcess",
          "LearningProcess"
        ],
        "has_part": [
          "InfluenceProcess",
          "SocialCognitionProcess",
          "ValueProjectionProcess",
          "CognitiveIntegritySignal",
          "SelfContradictionSignal",
          "SuppressedInferenceSignal",
          "SocietalInfluenceSignal",
          "SwarmInfluenceSignal",
          "PhysicalInfluenceSignal"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She tried to figure out what her colleague was really thinking during the meeting.",
          "The campaign strategist analyzed how different messages would affect voter behavior.",
          "He considered how his decision today might impact his children's future opportunities.",
          "The negotiator read the room and adjusted her approach to build consensus.",
          "They coordinated their team's response by anticipating each member's likely reactions.",
          "The activist wondered how social media could amplify their movement's influence."
        ],
        "negative_examples": [
          "She memorized the multiplication tables through repeated practice.",
          "He solved the math problem using logical deduction steps.",
          "The computer processed the image to identify objects and edges.",
          "She recalled where she left her keys by retracing her morning routine.",
          "The algorithm optimized the route based on traffic patterns and distance.",
          "He focused his attention on the relevant details while filtering out distractions."
        ],
        "disambiguation": "Not to be confused with: PerceptualProcess, MemoryProcess, ReasoningProcess, AttentionalProcess, LearningProcess"
      },
      "meld_source": {
        "meld_id": "org.hatcat/cognitiveprocess-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.027821Z",
        "pack_version": "7.6.12"
      },
      "child_concepts": [
        "InfluenceProcess",
        "SocialCognitionProcess",
        "ValueProjectionProcess",
        "CognitiveIntegritySignal",
        "SelfContradictionSignal",
        "SuppressedInferenceSignal",
        "SocietalInfluenceSignal",
        "SwarmInfluenceSignal",
        "PhysicalInfluenceSignal"
      ]
    },
    {
      "sumo_term": "SocialInteraction",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "SocialLife"
      ],
      "category_children": [
        "Befriending",
        "Ceremony",
        "ChangeOfPossession",
        "Communication",
        "Contest",
        "Cooperation",
        "Deception",
        "EnvironmentalCrises",
        "Famine",
        "FreshWaterOverutilization",
        "Friending",
        "Gaslighting",
        "Helping",
        "Meeting",
        "PlacingUnderArrest",
        "Pollution",
        "Pretending",
        "ServiceProcess",
        "SocialEvents",
        "SocialRelations",
        "SoilDegradation",
        "Unfriending",
        "WaterOverutilization"
      ],
      "child_count": 23,
      "sumo_definition": "The &%subclass of\n&%IntentionalProcess that involves interactions between\n&%CognitiveAgents.",
      "synset_count": 50,
      "synsets": [
        "00012137.v",
        "00012267.v",
        "00012434.v",
        "00012613.v",
        "00012753.v",
        "00012854.v",
        "00012944.v",
        "00013172.v",
        "00020926.v",
        "00032823.n",
        "00040962.n",
        "00065184.s",
        "00076114.v",
        "00115859.r",
        "00126638.r",
        "00129426.r",
        "00132158.r",
        "00134328.v",
        "00135796.r",
        "00135902.r",
        "00148597.v",
        "00151448.v",
        "00157318.n",
        "00157463.n",
        "00157957.n",
        "00158185.n",
        "00159177.n",
        "00159620.n",
        "00159642.v",
        "00159880.v",
        "00160086.v",
        "00160261.v",
        "00161044.n",
        "00169147.n",
        "00194257.n",
        "00202569.v",
        "00202784.v",
        "00202934.v",
        "00204281.v",
        "00220669.r",
        "00220824.r",
        "00223374.v",
        "00234536.v",
        "00238778.n",
        "00242976.v",
        "00284890.r",
        "00353639.v",
        "00380159.v",
        "00386676.n",
        "00406053.v"
      ],
      "canonical_synset": "00012137.v",
      "lemmas": [
        "menace"
      ],
      "pos": "v",
      "definition": "act in a threatening manner",
      "lexname": "verb.body",
      "child_concepts": [
        "PlacingUnderArrest",
        "SocialRelations",
        "SocialEvents"
      ]
    },
    {
      "sumo_term": "SocialOrgs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Organization"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Groups of people organized around shared activities, interests, or collaborative work.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Groups of people organized around shared activities, interests, or collaborative work.",
      "relationships": {
        "related": [
          "Corporation",
          "GovernmentAgency",
          "Institution",
          "Company"
        ],
        "has_part": [
          "Club",
          "MarchingBand",
          "SportsLeague",
          "ShipCrew",
          "CrossFunctionalTeam"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The local chess club meets every Tuesday evening at the community center.",
          "Our university's marching band performed at halftime during the football game.",
          "The basketball league announced the playoff schedule for next month.",
          "The ship's crew worked together to navigate through the storm.",
          "The cross-functional team included engineers, designers, and marketing specialists.",
          "She joined the photography club to meet other enthusiasts in her area."
        ],
        "negative_examples": [
          "The corporation announced quarterly earnings that exceeded expectations.",
          "The government agency issued new regulations for environmental protection.",
          "The hospital opened a new wing dedicated to cardiac surgery.",
          "Apple released its latest smartphone model with enhanced features.",
          "The university established a new research institute for artificial intelligence.",
          "The nonprofit foundation donated millions to disaster relief efforts."
        ],
        "disambiguation": "Not to be confused with: Corporation, GovernmentAgency, Institution, Company"
      },
      "meld_source": {
        "meld_id": "org.hatcat/organization-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.506458Z",
        "pack_version": "7.6.28"
      },
      "child_concepts": [
        "Club",
        "MarchingBand",
        "SportsLeague",
        "ShipCrew",
        "GlobalCrossFunctionalTeam"
      ]
    },
    {
      "sumo_term": "SocialRole",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [
        "Athlete",
        "DataAgent",
        "DataSubject",
        "OccupationalRole",
        "Position",
        "RecipientOfPersonalData",
        "Representative",
        "ThirdParty"
      ],
      "child_count": 8,
      "sumo_definition": "The &%Class of all &%Attributes that\nspecify the position or status of a &%CognitiveAgent within an\n&%Organization or other &%Group.",
      "synset_count": 50,
      "synsets": [
        "00036254.s",
        "00036763.s",
        "00037341.s",
        "00040058.s",
        "00046471.s",
        "00046673.a",
        "00046792.s",
        "00046955.s",
        "00157925.a",
        "00158110.s",
        "00158238.s",
        "00158332.s",
        "00158407.a",
        "00158546.s",
        "00259568.a",
        "00259820.s",
        "00259957.s",
        "00260100.s",
        "00260323.s",
        "00260695.s",
        "00260780.s",
        "00260973.s",
        "00261109.s",
        "00261245.a",
        "00261735.s",
        "00262008.s",
        "00295235.s",
        "00297598.s",
        "00360950.s",
        "00361125.s",
        "00361509.a",
        "00598678.n",
        "00659776.v",
        "00660102.v",
        "00721660.n",
        "00793250.s",
        "00793426.s",
        "00793592.s",
        "00793682.s",
        "01089275.s",
        "01089616.s",
        "01089775.s",
        "01197207.s",
        "01201100.a",
        "01201298.s",
        "01201422.a",
        "01201937.s",
        "01202105.s",
        "01202212.s",
        "01202367.s"
      ],
      "canonical_synset": "00036254.s",
      "lemmas": [
        "open"
      ],
      "pos": "s",
      "definition": "ready for business",
      "lexname": "adj.all",
      "child_concepts": [
        "Athlete",
        "DataAgent",
        "DataSubject",
        "OccupationalRole",
        "Position",
        "RecipientOfPersonalData",
        "Representative",
        "ThirdParty"
      ]
    },
    {
      "sumo_term": "SoftwareAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Attributes and properties specific to software systems, programs, and computing environments.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Attributes and properties specific to software systems, programs, and computing environments.",
      "relationships": {
        "related": [
          "PhysicalAttribute",
          "BiologicalAttribute",
          "MechanicalAttribute",
          "ChemicalAttribute"
        ],
        "has_part": [
          "SoftwareAttribute",
          "EnvironmentSoftwareAttribute"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The application's memory usage exceeded 4GB during peak operation.",
          "The database connection timeout is set to 30 seconds.",
          "This program requires Python version 3.8 or higher to run.",
          "The server's CPU utilization spiked to 95% during the batch job.",
          "The PATH environment variable determines where executables are found.",
          "The software has a maximum file size limit of 100MB."
        ],
        "negative_examples": [
          "The car's fuel efficiency is rated at 30 miles per gallon.",
          "The building's height reaches 50 stories above ground level.",
          "The patient's blood pressure measured 120 over 80.",
          "The fabric's thread count is 400 threads per square inch.",
          "The diamond's clarity grade is rated as VS1.",
          "The athlete's running speed averaged 8 minutes per mile."
        ],
        "disambiguation": "Not to be confused with: PhysicalAttribute, BiologicalAttribute, MechanicalAttribute, ChemicalAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802503Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "ContinuousPath",
        "DeterministicDataStream",
        "DynamicDataStream",
        "QuasicontinuousPath",
        "Scalable",
        "StochasticDataStream",
        "TransientPath",
        "EnvironmentSoftwareAttribute"
      ]
    },
    {
      "sumo_term": "SoftwareInstallation",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The process of deploying an application\non a computer.",
      "synset_count": 1,
      "synsets": [
        "software_installation.n.01"
      ],
      "canonical_synset": "software_installation.n.01",
      "lemmas": [
        "software-installation",
        "software installation",
        "software_installation"
      ],
      "pos": "noun",
      "definition": "The process of deploying an application\non a computer.",
      "child_concepts": []
    },
    {
      "sumo_term": "SoftwareUnInstallation",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The process of removing of an installed\napplication from a computer.",
      "synset_count": 1,
      "synsets": [
        "software_un_installation.n.01"
      ],
      "canonical_synset": "software_un_installation.n.01",
      "lemmas": [
        "software_un_installation",
        "software-un-installation",
        "software un installation"
      ],
      "pos": "noun",
      "definition": "The process of removing of an installed\napplication from a computer.",
      "child_concepts": []
    },
    {
      "sumo_term": "SoilDegradation",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "EnvironmentalCrises"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%SoilDegradation is a class of\nprocesses in which the productive capacity of soil is lowered by\nover_fertilization, overuse of pesticides, erosion, or soil\ncompaction.",
      "synset_count": 1,
      "synsets": [
        "soil_degradation.n.01"
      ],
      "canonical_synset": "soil_degradation.n.01",
      "lemmas": [
        "soil-degradation",
        "soil degradation",
        "soil_degradation"
      ],
      "pos": "noun",
      "definition": "&%SoilDegradation is a class of\nprocesses in which the productive capacity of soil is lowered by\nover_fertilization, overuse of pesticides, erosion, or soil\ncompaction.",
      "child_concepts": []
    },
    {
      "sumo_term": "SpaceRegion",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Region"
      ],
      "category_children": [
        "AtmosphericRegion",
        "OuterSpaceRegion"
      ],
      "child_count": 2,
      "sumo_definition": "The class of all &%Regions which are not\n&%GeographicAreas.",
      "synset_count": 10,
      "synsets": [
        "00028651.n",
        "00029007.n",
        "00029114.n",
        "03130340.n",
        "05388665.n",
        "05647451.n",
        "08612644.n",
        "09436708.n",
        "13910384.n",
        "13911660.n"
      ],
      "canonical_synset": "00028651.n",
      "lemmas": [
        "space",
        "infinite"
      ],
      "pos": "n",
      "definition": "the unlimited expanse in which everything is located",
      "lexname": "noun.Tops",
      "child_concepts": [
        "AtmosphericLayer",
        "AtmosphericRegion_Air",
        "AtmosphericRegion_Blue Sky",
        "AtmosphericRegion_Field",
        "StormFront",
        "VisibleSky",
        "OuterSpaceRegion"
      ]
    },
    {
      "sumo_term": "SpatialGeometry",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Mathematical or geometric properties that define position, shape, or dimension in space",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Mathematical or geometric properties that define position, shape, or dimension in space",
      "relationships": {
        "related": [
          "GeographicArea",
          "Territory",
          "Zone",
          "District",
          "Sector"
        ],
        "has_part": [
          "PointInSpace",
          "LineInSpace",
          "PlaneInSpace",
          "PerimeterArea",
          "Latitude",
          "Longitude"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The GPS coordinates showed our exact location at 40.7589\u00b0 N, 73.9851\u00b0 W.",
          "Draw a straight line connecting these two points on the map.",
          "The airplane's flight path created a perfect arc across the sky.",
          "We measured the perimeter of the rectangular garden plot.",
          "The intersection of Broadway and 42nd Street forms a geometric angle.",
          "Scientists plotted the satellite's orbital plane around Earth."
        ],
        "negative_examples": [
          "The neighborhood has a strong sense of community.",
          "Sales increased in the northeastern region this quarter.",
          "The storm system covered a large area of the midwest.",
          "We reserved a table in the restaurant's outdoor section.",
          "The wildlife preserve spans thousands of acres.",
          "Our company operates in the European market."
        ],
        "disambiguation": "Not to be confused with: GeographicArea, Territory, Zone, District, Sector"
      },
      "meld_source": {
        "meld_id": "org.hatcat/region-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.658394Z",
        "pack_version": "7.6.30"
      },
      "child_concepts": [
        "PointInSpace",
        "FiniteLineInSpace",
        "PlaneInSpace",
        "UniformPerimeterArea",
        "CirclesOfLatitude",
        "Longitude"
      ]
    },
    {
      "sumo_term": "SpatialRelation",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Relation"
      ],
      "category_children": [
        "RCC8Relation"
      ],
      "child_count": 1,
      "sumo_definition": "The &%Class of &%Relations that are\nspatial in a wide sense.  This &%Class includes mereological relations\nand topological relations.",
      "synset_count": 31,
      "synsets": [
        "00130549.r",
        "01718470.s",
        "01718609.s",
        "01718732.s",
        "01719507.s",
        "01720091.s",
        "01720280.a",
        "02841066.a",
        "02841422.a",
        "05062748.n",
        "05062993.n",
        "05063218.n",
        "05063349.n",
        "05063564.n",
        "05063853.n",
        "05064541.n",
        "05066626.n",
        "05066867.n",
        "05067928.n",
        "05076237.n",
        "05076384.n",
        "05077661.n",
        "05083328.n",
        "05087664.n",
        "05087894.n",
        "05088056.n",
        "05088189.n",
        "05088324.n",
        "05088645.n",
        "05717953.n",
        "05728678.n"
      ],
      "canonical_synset": "00130549.r",
      "lemmas": [
        "spatially"
      ],
      "pos": "r",
      "definition": "with regard to space",
      "lexname": "adv.all",
      "child_concepts": [
        "RCC8Relation"
      ]
    },
    {
      "sumo_term": "SpecificationGaming",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Achieving a specified\nobjective in unintended ways that violate the spirit of the specification.",
      "synset_count": 1,
      "synsets": [
        "specification_gaming.v.01"
      ],
      "canonical_synset": "specification_gaming.v.01",
      "lemmas": [
        "specification-gaming",
        "specification gaming",
        "specification_gaming"
      ],
      "pos": "verb",
      "definition": "Achieving a specified\nobjective in unintended ways that violate the spirit of the specification.",
      "child_concepts": []
    },
    {
      "sumo_term": "Spirituality",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Abstract concepts, entities, and practices relating to the sacred, transcendent, or divine aspects of existence and meaning.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Abstract concepts, entities, and practices relating to the sacred, transcendent, or divine aspects of existence and meaning.",
      "relationships": {
        "related": [
          "LogicalConstruct",
          "MathematicalObject",
          "ClassificationSystem",
          "EthicalFramework",
          "LinguisticStructure"
        ],
        "has_part": [
          "EmergentGodhead",
          "EschatologicalConcept",
          "ProfaneEntity",
          "SacredEntity",
          "SpiritualEntity",
          "MysticalUnionSignal",
          "SpiritualDogmatismSignal",
          "SpiritualInfluenceSignal",
          "SpiritualReasoningSignal"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She found deep spiritual meaning in her daily meditation practice.",
          "The ancient temple was considered a sacred space by the local community.",
          "His mystical experience during prayer transformed his worldview completely.",
          "The guru taught that enlightenment comes through transcending earthly desires.",
          "Many cultures have prophetic traditions about the end times.",
          "The ritual objects were treated as holy and never used for mundane purposes."
        ],
        "negative_examples": [
          "The mathematical theorem proved that infinity exists in multiple forms.",
          "He used logical reasoning to solve the complex philosophical problem.",
          "The company's organizational structure follows a hierarchical model.",
          "She classified the specimens according to their taxonomic relationships.",
          "The ethical framework provided clear guidelines for moral decisions.",
          "The linguistic analysis revealed deep structural patterns in the language."
        ],
        "disambiguation": "Not to be confused with: LogicalConstruct, MathematicalObject, ClassificationSystem, EthicalFramework, LinguisticStructure"
      },
      "meld_source": {
        "meld_id": "org.hatcat/abstractentity-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.649111Z",
        "pack_version": "7.6.7"
      },
      "child_concepts": [
        "EmergentGodhead",
        "EschatologicalConcept",
        "ProfaneEntity",
        "SacredEntity",
        "SpiritualEntity",
        "MysticalUnionSignal",
        "SpiritualDogmatismSignal",
        "SpiritualInfluenceSignal",
        "SpiritualReasoningSignal"
      ]
    },
    {
      "sumo_term": "StationaryArtifact",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [
        "ATMMachine",
        "AssemblyStation",
        "Attic",
        "Balcony",
        "Barrier",
        "BowlingLane",
        "Bridge",
        "BroadcastingStation",
        "Building",
        "BuildingLevel",
        "BuildingParts",
        "BuildingUnit",
        "Buildings",
        "Canal",
        "CanalLock",
        "CanalStructure",
        "Casino",
        "Ceiling",
        "Chimney",
        "Courtyard",
        "Curb",
        "Dam",
        "DanceHall",
        "Doorway",
        "EducationalFacility",
        "Facilities",
        "Factory",
        "Farm",
        "Fence",
        "Floor",
        "Garage",
        "IndustrialPlant",
        "Infrastructure",
        "Laboratory",
        "Mine",
        "Monument",
        "PerformanceStage",
        "PerformanceStageWing",
        "Porch",
        "Prison",
        "RailroadTrack",
        "RecordingStudio",
        "Roof",
        "Room",
        "Rooms",
        "Sidewalk",
        "SportsFacility",
        "SportsGround",
        "Stairway",
        "Steeple",
        "Steps",
        "Tomb",
        "TransitTerminal",
        "VotingPoll",
        "WMDWeaponsProductionFacility",
        "WMDWeaponsResearchFacility",
        "Wall",
        "Workshop"
      ],
      "child_count": 58,
      "sumo_definition": "A &%StationaryArtifact is an &%Artifact\nthat has a fixed spatial location.  Most instances of this &%Class are\narchitectural works, e.g. the Eiffel Tower, the Great Pyramids, office towers,\nsingle_family houses, etc.",
      "synset_count": 50,
      "synsets": [
        "00878438.s",
        "01203986.s",
        "01209770.a",
        "01210174.s",
        "01210300.a",
        "01221502.a",
        "01221719.a",
        "01221875.s",
        "01288895.s",
        "01526062.s",
        "01659277.s",
        "01699006.s",
        "01700075.a",
        "01700293.a",
        "01885757.s",
        "02221173.a",
        "02221362.a",
        "02221550.s",
        "02221723.s",
        "02221821.s",
        "02221951.s",
        "02639064.a",
        "02685585.n",
        "02701125.n",
        "02704949.n",
        "02725596.n",
        "02732827.n",
        "02733213.n",
        "02733378.n",
        "02734217.n",
        "02734725.n",
        "02735688.n",
        "02736511.n",
        "02736645.n",
        "02741367.n",
        "02741587.n",
        "02743207.n",
        "02744634.n",
        "02749953.n",
        "02750169.n",
        "02752311.n",
        "02753710.n",
        "02755823.n",
        "02758270.n",
        "02758863.n",
        "02762508.n",
        "02762609.n",
        "02763472.n",
        "02770211.n",
        "02771166.n"
      ],
      "canonical_synset": "00878438.s",
      "lemmas": [
        "wildcat"
      ],
      "pos": "s",
      "definition": "(of a mine or oil well) drilled speculatively in an area not known to be productive",
      "lexname": "adj.all",
      "child_concepts": [
        "BuildingParts",
        "Buildings",
        "Facilities",
        "Infrastructure",
        "Rooms"
      ]
    },
    {
      "sumo_term": "Statistics",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%ElectricalEngineering is the study of  design and application of\nequipment, devices and systems which use electricity, electronics, and electromagnetism. (Ref to Wikipedia)",
      "synset_count": 3,
      "synsets": [
        "06018465.n",
        "06034101.n",
        "06041600.n"
      ],
      "canonical_synset": "06018465.n",
      "lemmas": [
        "statistics"
      ],
      "pos": "n",
      "definition": "a branch of applied mathematics concerned with the collection and interpretation of quantitative data and the use of probability theory to estimate population parameters",
      "lexname": "noun.cognition",
      "child_concepts": []
    },
    {
      "sumo_term": "StatusAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "RelationalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Attributes that describe the current state or condition of entities in systems, organizations, or processes.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Attributes that describe the current state or condition of entities in systems, organizations, or processes.",
      "relationships": {
        "related": [
          "QuantitativeAttribute",
          "QualitativeAttribute",
          "PositionalAttribute",
          "TemporalAttribute"
        ],
        "has_part": [
          "AVPUStatus",
          "ComputerStatus",
          "IMStatusAttribute",
          "MemberStatus",
          "ProcessStatus",
          "ConservationStatus"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The patient's consciousness level was assessed as alert and responsive.",
          "The server status shows it is currently online and operational.",
          "Her membership status in the organization is active and in good standing.",
          "The endangered species has a conservation status of critically threatened.",
          "My instant messaging status is set to away from keyboard.",
          "The manufacturing process status indicates successful completion."
        ],
        "negative_examples": [
          "The building has a height of fifty meters.",
          "She possesses excellent leadership qualities.",
          "The temperature outside is seventy-five degrees.",
          "His relationship to the company is as a consultant.",
          "The car's color is bright red with chrome details.",
          "The document contains sensitive financial information."
        ],
        "disambiguation": "Not to be confused with: QuantitativeAttribute, QualitativeAttribute, PositionalAttribute, TemporalAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/relationalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.802491Z",
        "pack_version": "7.6.32"
      },
      "child_concepts": [
        "AVPUStatus",
        "ComputerStatus",
        "IMStatusAttribute",
        "MemberStatus",
        "ProcessStatus",
        "ConservationStatus"
      ]
    },
    {
      "sumo_term": "StructuralComponents",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Manufactured parts or elements that provide structural support, movement, or functional integration within larger systems or buildings.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Manufactured parts or elements that provide structural support, movement, or functional integration within larger systems or buildings.",
      "relationships": {
        "related": [
          "Vehicle",
          "Tool",
          "Clothing",
          "Furniture",
          "Container"
        ],
        "has_part": [
          "CantileverObject",
          "EngineCylinder",
          "GrabBar",
          "Ladder",
          "Piston",
          "Shelf"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The construction crew installed steel beams to support the building's framework.",
          "The mechanic replaced the worn piston in the car's engine block.",
          "She grabbed the handrail to steady herself while climbing the stairs.",
          "The warehouse workers used a ladder to reach items on the high shelves.",
          "The cantilever beam extended from the wall to support the balcony.",
          "He placed the books on the wooden shelf mounted above his desk."
        ],
        "negative_examples": [
          "The artist painted a beautiful landscape on the canvas.",
          "She wore a comfortable cotton sweater to stay warm.",
          "The chef used a sharp knife to cut the vegetables.",
          "He drove his car to work every morning.",
          "The musician played a melody on her violin.",
          "The gardener planted flowers in the ceramic pot."
        ],
        "disambiguation": "Not to be confused with: Vehicle, Tool, Clothing, Furniture, Container"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813566Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "CantileverObject",
        "EngineCylinder",
        "GrabBar",
        "Ladder",
        "Piston",
        "Shelf"
      ]
    },
    {
      "sumo_term": "StructureAbstracts",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AbstractEntity"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Abstract entities that organize, group, or influence other entities through relational patterns or communicative frameworks.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Abstract entities that organize, group, or influence other entities through relational patterns or communicative frameworks.",
      "relationships": {
        "related": [
          "MathematicalObject",
          "LogicalConstruct",
          "ConceptualForm",
          "AbstractRelation"
        ],
        "has_part": [
          "NetworkStructure",
          "NodeCluster",
          "InfluenceContent"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The social network revealed clusters of highly connected users who shared similar interests.",
          "The propaganda poster was designed to influence public opinion about the war effort.",
          "Graph theory models the relationships between vertices and edges in complex systems.",
          "Community detection algorithms identified tightly knit groups within the collaboration network.",
          "The viral meme spread through online communities, shaping cultural attitudes about technology.",
          "Network analysis showed how information flows between different organizational departments."
        ],
        "negative_examples": [
          "The number seven is a prime number used in mathematical calculations.",
          "Truth and falsehood are logical values in propositional logic systems.",
          "The set of all even numbers contains infinitely many elements.",
          "Mathematical functions map inputs to outputs according to specific rules.",
          "Abstract algebra studies algebraic structures like groups and rings.",
          "The concept of justice varies across different philosophical traditions."
        ],
        "disambiguation": "Not to be confused with: MathematicalObject, LogicalConstruct, ConceptualForm, AbstractRelation"
      },
      "meld_source": {
        "meld_id": "org.hatcat/abstractentity-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.649133Z",
        "pack_version": "7.6.7"
      },
      "child_concepts": [
        "ConnectedComponent",
        "HiddenSubgraph",
        "HyperGraph",
        "NodeCluster",
        "Meme",
        "NarrativeFrame",
        "PropagandaMessage",
        "Slogan",
        "SymbolicArtifact"
      ]
    },
    {
      "sumo_term": "Swarming",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Motion"
      ],
      "category_children": [],
      "child_count": 0,
      "synset_count": 1,
      "synsets": [
        "02028366.v"
      ],
      "canonical_synset": "02028366.v",
      "lemmas": [
        "pour",
        "swarm",
        "stream",
        "teem",
        "pullulate"
      ],
      "pos": "v",
      "definition": "move in large numbers",
      "lexname": "verb.motion",
      "child_concepts": []
    },
    {
      "sumo_term": "SymbolicString",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "PhysicalMedia"
      ],
      "category_children": [
        "AOCnumber",
        "AccountNumber",
        "AlphaNumericString",
        "AlphabeticString",
        "Character",
        "ComputerPassword",
        "DecimalDigitString",
        "DigitalData",
        "InvoiceNumber",
        "PhysicalAddress",
        "PostalAddressText",
        "PurchaseOrderNumber",
        "SearchQuery",
        "Syllable",
        "TelecomNumber",
        "UnicodeString",
        "UserName"
      ],
      "child_count": 17,
      "sumo_definition": "The &%Class of alphanumeric sequences.",
      "synset_count": 7,
      "synsets": [
        "06295113.n",
        "06488880.n",
        "06670711.n",
        "06671150.n",
        "06731802.n",
        "06732169.n",
        "07013933.n"
      ],
      "canonical_synset": "06295113.n",
      "lemmas": [
        "primitive"
      ],
      "pos": "n",
      "definition": "a mathematical expression from which another expression is derived",
      "lexname": "noun.communication",
      "child_concepts": [
        "AOCnumber",
        "AccountNumber",
        "AlphaNumericString",
        "AlphabeticString",
        "Character",
        "ComputerPassword",
        "DecimalDigitString",
        "DigitalData",
        "InvoiceNumber",
        "PhysicalAddress",
        "PostalAddressText",
        "PurchaseOrderNumber",
        "SearchQuery",
        "Syllable",
        "UnicodeString",
        "UserName"
      ]
    },
    {
      "sumo_term": "TechnicalAttrs",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "InternalAttribute"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Properties or characteristics that describe mathematical, scientific, or engineering aspects of systems, equations, or technical objects.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Properties or characteristics that describe mathematical, scientific, or engineering aspects of systems, equations, or technical objects.",
      "relationships": {
        "related": [
          "PhysicalAttribute",
          "QualitativeAttribute",
          "SocialAttribute",
          "TemporalAttribute"
        ],
        "has_part": [
          "AlgebroDifferentialAttribute",
          "EquationAttribute",
          "MultipoleAttribute",
          "Nonlinear"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The differential equation exhibits nonlinear behavior in its solution space.",
          "We need to analyze the multipole characteristics of this electromagnetic field configuration.",
          "The system's algebraic-differential properties make it suitable for control theory applications.",
          "This equation's degree and linearity properties determine the solution method.",
          "The technical specifications include various mathematical attributes of the model.",
          "Engineers must consider the nonlinear properties when designing the feedback system."
        ],
        "negative_examples": [
          "The color of the material is bright red and very appealing.",
          "She has a friendly personality and great communication skills.",
          "The building's architectural style reflects modern design principles.",
          "His emotional response to the news was quite understandable.",
          "The cultural significance of this tradition cannot be overstated.",
          "The price of the product has increased due to market demand."
        ],
        "disambiguation": "Not to be confused with: PhysicalAttribute, QualitativeAttribute, SocialAttribute, TemporalAttribute"
      },
      "meld_source": {
        "meld_id": "org.hatcat/internalattribute-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:03.907053Z",
        "pack_version": "7.6.21"
      },
      "child_concepts": [
        "AlgebroDifferentialAttribute",
        "EquationAttribute",
        "MultipoleAttribute",
        "Nonlinear"
      ]
    },
    {
      "sumo_term": "TemporalRelation",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Relation"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The &%Class of temporal &%Relations.\nThis &%Class includes notions of (temporal) topology of intervals,\n(temporal) schemata, and (temporal) extension.",
      "synset_count": 15,
      "synsets": [
        "00108479.r",
        "00108647.r",
        "00108773.r",
        "00109021.r",
        "00127339.r",
        "05044528.n",
        "05044673.n",
        "05044822.n",
        "05045381.n",
        "05045680.n",
        "05045841.n",
        "05046471.n",
        "05051088.n",
        "13844690.n",
        "13845114.n"
      ],
      "canonical_synset": "00108479.r",
      "lemmas": [
        "here"
      ],
      "pos": "r",
      "definition": "in or at this place; where the speaker or writer is",
      "lexname": "adv.all",
      "child_concepts": []
    },
    {
      "sumo_term": "Text",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "PhysicalMedia"
      ],
      "category_children": [
        "Article",
        "AudioRecording",
        "Book",
        "Certificate",
        "ChairmanPublication",
        "ChristianGospel",
        "DiscourseStructure",
        "Doctrine",
        "FactualText",
        "FictionalText",
        "FormText",
        "FormalDocuments",
        "JointPublication",
        "Label",
        "LiveTestUpdate",
        "Lyrics",
        "MediaTexts",
        "MostRecentFeed",
        "MotionPicture",
        "MusicText",
        "NarrativeText",
        "NewsFeed",
        "Paragraph",
        "Prescription",
        "PublishedTexts",
        "Series",
        "Summary",
        "TextFeeds",
        "TextGenres",
        "TextStructure",
        "TopNewsFeed",
        "TreatyDocument"
      ],
      "child_count": 32,
      "sumo_definition": "A &%LinguisticExpression or set of\n&%LinguisticExpressions that perform a specific function related\nto &%Communication, e.g. express a discourse about a particular\ntopic, and that are inscribed in a &%CorpuscularObject by &%Humans.",
      "synset_count": 50,
      "synsets": [
        "00004980.a",
        "00005107.s",
        "00126339.s",
        "00131770.r",
        "00226891.r",
        "00257579.s",
        "00258090.s",
        "00270842.r",
        "00317886.a",
        "00318082.a",
        "00318291.a",
        "00397191.n",
        "00399389.r",
        "00469931.r",
        "00515753.s",
        "00616398.n",
        "00667463.s",
        "00786291.a",
        "00863361.s",
        "00873387.a",
        "00873502.a",
        "00940217.n",
        "00969103.s",
        "01028467.s",
        "01046553.s",
        "01046994.s",
        "01102436.n",
        "01102712.n",
        "01324683.s",
        "01324870.s",
        "01325017.s",
        "01404702.a",
        "01404898.s",
        "01405047.s",
        "01405214.a",
        "01405390.s",
        "01405523.s",
        "01421249.s",
        "01655972.s",
        "01656129.s",
        "01656253.s",
        "01656416.a",
        "01656520.s",
        "01853039.s",
        "02017613.s",
        "02220788.a",
        "02221017.a",
        "02289543.s",
        "02290265.a",
        "02290454.a"
      ],
      "canonical_synset": "00004980.a",
      "lemmas": [
        "unabridged"
      ],
      "pos": "a",
      "definition": "(used of texts) not shortened",
      "lexname": "adj.all",
      "child_concepts": [
        "PublishedTexts",
        "MediaTexts",
        "FormalDocuments",
        "TextGenres",
        "TextStructure",
        "TextFeeds"
      ]
    },
    {
      "sumo_term": "TextilesAndBedding",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Items used for sleeping comfort and bedroom furnishing, including bedframes, linens, mattresses, and pillows.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Items used for sleeping comfort and bedroom furnishing, including bedframes, linens, mattresses, and pillows.",
      "relationships": {
        "related": [
          "Furniture",
          "HomeDecor",
          "Clothing",
          "Appliance",
          "Tool"
        ],
        "has_part": [
          "BedFrame",
          "BedLinen",
          "Mattress",
          "Pillow"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She bought new sheets and pillowcases for the guest bedroom.",
          "The mattress was too firm so he added a soft pillow top.",
          "They assembled the wooden bed frame before moving in the mattress.",
          "The hotel provided fresh towels and clean bed linens daily.",
          "Her grandmother's quilt was the softest bedding she owned.",
          "The furniture store had a sale on bedroom sets including frames and mattresses."
        ],
        "negative_examples": [
          "The nightstand held a reading lamp and alarm clock.",
          "She hung curtains over the bedroom windows for privacy.",
          "The dresser drawers were filled with folded clothing.",
          "He plugged in the space heater to warm the cold room.",
          "The bedroom carpet needed to be vacuumed thoroughly.",
          "Wall art and photographs decorated the room beautifully."
        ],
        "disambiguation": "Not to be confused with: Furniture, HomeDecor, Clothing, Appliance, Tool"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813569Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "FourPosterBed",
        "BedLinen",
        "Mattress",
        "Pillow"
      ]
    },
    {
      "sumo_term": "TheoryPropositions",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Proposition"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Systematic frameworks that explain or prescribe principles within a domain of knowledge or practice",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Systematic frameworks that explain or prescribe principles within a domain of knowledge or practice",
      "relationships": {
        "related": [
          "ScientificHypothesis",
          "EmpiricalFinding",
          "PersonalBelief",
          "FactualClaim"
        ],
        "has_part": [
          "EthicalTheory",
          "LearningTheory"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "Utilitarianism suggests that actions are right when they produce the greatest good for the greatest number",
          "Social learning theory proposes that people learn through observation and imitation",
          "Kant's categorical imperative provides a foundation for moral decision-making",
          "Constructivist theory emphasizes that learners actively build their own understanding",
          "Virtue ethics focuses on character traits rather than specific actions or consequences",
          "Behaviorist theory explains learning through stimulus-response associations and reinforcement"
        ],
        "negative_examples": [
          "The study found that students performed better with active learning methods",
          "Murder is wrong according to most moral standards",
          "She has a theory about why her plant keeps dying",
          "The hypothesis was tested through controlled experiments",
          "This research supports the effectiveness of spaced repetition",
          "His personal philosophy guides his daily decisions"
        ],
        "disambiguation": "Not to be confused with: ScientificHypothesis, EmpiricalFinding, PersonalBelief, FactualClaim"
      },
      "meld_source": {
        "meld_id": "org.hatcat/proposition-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:04.578231Z",
        "pack_version": "7.6.29"
      },
      "child_concepts": [
        "EthicalTheory",
        "LearningTheory"
      ]
    },
    {
      "sumo_term": "TimeMeasure",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Quantity"
      ],
      "category_children": [
        "TimeDuration",
        "TimePosition"
      ],
      "child_count": 2,
      "sumo_definition": "The class of temporal durations (instances\nof &%TimeDuration) and positions of &%TimePoints and &%TimeIntervals along\nthe universal timeline (instances of &%TimePosition).",
      "synset_count": 4,
      "synsets": [
        "00028270.n",
        "02664592.a",
        "02810882.a",
        "15134340.n"
      ],
      "canonical_synset": "00028270.n",
      "lemmas": [
        "time"
      ],
      "pos": "n",
      "definition": "the continuum of experience in which events pass from the future through the present to the past",
      "lexname": "noun.Tops",
      "child_concepts": [
        "TimeDuration",
        "TimePosition"
      ]
    },
    {
      "sumo_term": "TokenProcessing",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "CognitiveProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The process by which a\n&%LanguageModel processes discrete units of text (tokens) to understand and\ngenerate language.",
      "synset_count": 1,
      "synsets": [
        "token_processing.v.01"
      ],
      "canonical_synset": "token_processing.v.01",
      "lemmas": [
        "token processing",
        "token-processing",
        "token_processing"
      ],
      "pos": "verb",
      "definition": "The process by which a\n&%LanguageModel processes discrete units of text (tokens) to understand and\ngenerate language.",
      "child_concepts": []
    },
    {
      "sumo_term": "TorsoAndLimbs",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "AnatomicalStructure"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Major structural body parts excluding the head, encompassing the trunk and appendages that enable movement and posture",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Major structural body parts excluding the head, encompassing the trunk and appendages that enable movement and posture",
      "relationships": {
        "related": [
          "Head",
          "Face",
          "Brain",
          "Eye",
          "Hair"
        ],
        "has_part": [
          "DigitAppendage",
          "HumanBack",
          "Limb",
          "Neck",
          "Shoulder",
          "Torso",
          "Waist"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She stretched her arms above her head and twisted her torso to the left",
          "The dancer's graceful neck movements complemented her fluid arm gestures",
          "He felt a sharp pain in his shoulder blade near his spine",
          "The swimmer's powerful stroke engaged her entire torso and limbs",
          "She wrapped her arms around her waist and hunched her shoulders",
          "The yoga pose required balancing on one leg while extending the other"
        ],
        "negative_examples": [
          "Her face lit up with a bright smile",
          "The child's eyes sparkled with curiosity",
          "He nodded his head in agreement",
          "She had beautiful long hair cascading down",
          "The dentist examined his teeth and gums",
          "Her brain processed the complex information quickly"
        ],
        "disambiguation": "Not to be confused with: Head, Face, Brain, Eye, Hair"
      },
      "meld_source": {
        "meld_id": "org.hatcat/bodypart-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.885710Z",
        "pack_version": "7.6.10"
      },
      "child_concepts": [
        "DigitAppendage",
        "HumanBack",
        "Limb",
        "Neck",
        "Shoulder",
        "Torso",
        "Waist"
      ]
    },
    {
      "sumo_term": "ToxicOrganism",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Organism"
      ],
      "category_children": [
        "BacterialAgent",
        "FungalAgent",
        "ViralAgent"
      ],
      "child_count": 3,
      "sumo_definition": "The &%Class of &%Organisms which are \npoisonous to other &%Organisms.",
      "synset_count": 1,
      "synsets": [
        "toxic_organism.n.01"
      ],
      "canonical_synset": "toxic_organism.n.01",
      "lemmas": [
        "toxic_organism",
        "toxic organism",
        "toxic-organism"
      ],
      "pos": "noun",
      "definition": "The &%Class of &%Organisms which are \npoisonous to other &%Organisms.",
      "child_concepts": [
        "BacterialAgent",
        "FungalAgent"
      ]
    },
    {
      "sumo_term": "Translocation",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AgentAction"
      ],
      "category_children": [
        "Accelerating",
        "AircraftMovement",
        "Ambulating",
        "ArrivalDeparture",
        "Arriving",
        "Boarding",
        "BoundaryMovement",
        "Crawling",
        "Deboarding",
        "Decelerating",
        "DirectionalMovement",
        "Disappearing",
        "Entering",
        "Escaping",
        "Exiting",
        "Falling",
        "Flying",
        "Immigrating",
        "Landing",
        "LandingWaterLand",
        "Leaving",
        "LocomotionModes",
        "MilitaryInfiltration",
        "MovingAwayFrom",
        "MovingCursor",
        "MovingTowards",
        "Returning",
        "ShipBerthing",
        "SpeedChanges",
        "TakingOff",
        "Transfer",
        "Transportation"
      ],
      "child_count": 32,
      "sumo_definition": "&%Translocation is that class of &%Motions\nin which an object moves from one place to another.  In the case of round\ntrips, the &%origin and &%destination are the same, but the intervening\nmotion passes through other locations.  &%Translocation represents linear\nmotion, in contrast to rotation or other movement in place.  A vehicle is\nnot necessary, &%Ambulating is a kind of &%Translocation.",
      "synset_count": 50,
      "synsets": [
        "00076512.r",
        "00201058.n",
        "00201397.n",
        "00224602.r",
        "00235110.v",
        "00279835.n",
        "00295701.n",
        "00296585.n",
        "00297318.n",
        "00306426.n",
        "00306900.n",
        "00307102.n",
        "00307314.n",
        "00307455.n",
        "00308279.n",
        "00308370.n",
        "00308681.n",
        "00308779.n",
        "00308871.n",
        "00309011.n",
        "00309647.n",
        "00309906.n",
        "00310201.n",
        "00310347.n",
        "00310425.n",
        "00310666.n",
        "00311381.n",
        "00311687.n",
        "00311809.n",
        "00312160.n",
        "00312266.n",
        "00312403.n",
        "00312553.n",
        "00312691.n",
        "00328885.n",
        "00330160.n",
        "00417787.r",
        "00423971.v",
        "00459498.v",
        "00613683.v",
        "00652069.n",
        "00749232.n",
        "01123415.v",
        "01155090.v",
        "01232684.n",
        "01232978.n",
        "01233156.n",
        "01254473.n",
        "01377940.v",
        "01380122.v"
      ],
      "canonical_synset": "00076512.r",
      "lemmas": [
        "up_and_down"
      ],
      "pos": "r",
      "definition": "moving backward and forward along a given course",
      "lexname": "adv.all",
      "child_concepts": [
        "ShipBerthing",
        "Transfer",
        "Transportation",
        "Vaccination",
        "ArrivalDeparture",
        "LocomotionModes",
        "SpeedChanges",
        "AircraftMovement",
        "BoundaryMovement",
        "DirectionalMovement"
      ]
    },
    {
      "sumo_term": "Trip",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Motion"
      ],
      "category_children": [
        "IntermodalTrip"
      ],
      "child_count": 1,
      "sumo_definition": "&%Trip is the subclass of &%Motions along a\n&%TransitRoute or &%Transitway.",
      "synset_count": 1,
      "synsets": [
        "trip.n.01"
      ],
      "canonical_synset": "trip.n.01",
      "lemmas": [
        "trip"
      ],
      "pos": "noun",
      "definition": "&%Trip is the subclass of &%Motions along a\n&%TransitRoute or &%Transitway.",
      "child_concepts": [
        "IntermodalTrip"
      ]
    },
    {
      "sumo_term": "UserAction",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "AgentAction"
      ],
      "category_children": [
        "RecentActivity",
        "UserDirectAction",
        "UserSignifiedAction"
      ],
      "child_count": 3,
      "sumo_definition": "A &%UserAction is an action\ntaken by a &%ComputerUser in interacting with a &%ComputerProcess.",
      "synset_count": 1,
      "synsets": [
        "user_action.v.01"
      ],
      "canonical_synset": "user_action.v.01",
      "lemmas": [
        "user action",
        "user-action",
        "user_action"
      ],
      "pos": "verb",
      "definition": "A &%UserAction is an action\ntaken by a &%ComputerUser in interacting with a &%ComputerProcess.",
      "child_concepts": [
        "RecentActivity",
        "UserDirectAction",
        "UserSignifiedAction"
      ]
    },
    {
      "sumo_term": "VehicleComponents",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Parts and equipment that make up or are attached to vehicles for their operation, structure, or passenger use.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Parts and equipment that make up or are attached to vehicles for their operation, structure, or passenger use.",
      "relationships": {
        "related": [
          "Buildings",
          "Tools",
          "Furniture",
          "Electronics",
          "Clothing"
        ],
        "has_part": [
          "BoatDeck",
          "InteriorVehicleEquipment",
          "Mast",
          "Sail",
          "ShipCompartment",
          "ShipDeck",
          "ShipsHull",
          "VehicleSeat",
          "VehicleTire",
          "Wheel"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "The ship's hull was damaged by the collision with the rocks.",
          "She adjusted the car seat to get a better view of the road.",
          "The mechanic checked the tire pressure before the long trip.",
          "Passengers gathered on the ship's deck to watch the sunset.",
          "The sailor climbed up the mast to adjust the rigging.",
          "The dashboard display showed the current speed and fuel level."
        ],
        "negative_examples": [
          "The bicycle was parked outside the store.",
          "She drove her car to work this morning.",
          "The airplane landed safely at the airport.",
          "He bought a new motorcycle for his daily commute.",
          "The train pulled into the station on time.",
          "The boat sailed across the calm lake."
        ],
        "disambiguation": "Not to be confused with: Buildings, Tools, Furniture, Electronics, Clothing"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813572Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "BoatDeck",
        "InteriorVehicleEquipment",
        "Mast",
        "Sail",
        "ShipCompartment",
        "ShipDeck",
        "ShipsHull",
        "VehicleSeat",
        "VehicleTire",
        "Wheel"
      ]
    },
    {
      "sumo_term": "VehicularPollution",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "EnvironmentalCrises"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%VehicularPollution is the\nsubclass of &%Pollution in which the pollutants are vehicle emissions.",
      "synset_count": 1,
      "synsets": [
        "vehicular_pollution.n.01"
      ],
      "canonical_synset": "vehicular_pollution.n.01",
      "lemmas": [
        "vehicular pollution",
        "vehicular_pollution",
        "vehicular-pollution"
      ],
      "pos": "noun",
      "definition": "&%VehicularPollution is the\nsubclass of &%Pollution in which the pollutants are vehicle emissions.",
      "child_concepts": []
    },
    {
      "sumo_term": "ViralCellInvasion",
      "layer": 2,
      "domain": "LivingThings",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "BiologicalProcess"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "The Class of events in which a cell \nis penetrated by a virus and in which a virus enters the cell to be, or \nperhaps not be, further processed within the cell.",
      "synset_count": 1,
      "synsets": [
        "viral_cell_invasion.n.01"
      ],
      "canonical_synset": "viral_cell_invasion.n.01",
      "lemmas": [
        "viral-cell-invasion",
        "viral_cell_invasion",
        "viral cell invasion"
      ],
      "pos": "noun",
      "definition": "The Class of events in which a cell \nis penetrated by a virus and in which a virus enters the cell to be, or \nperhaps not be, further processed within the cell.",
      "child_concepts": []
    },
    {
      "sumo_term": "VisualContentBearingPhysical",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "PhysicalMedia"
      ],
      "category_children": [
        "View",
        "VisualContentBearingObject"
      ],
      "child_count": 2,
      "sumo_definition": "Instances of &%VisualContentBearingPhysical are\n&%ContentBearingPhysicals that are intended to convey\nmeaning as the result of being seen.",
      "synset_count": 1,
      "synsets": [
        "visual_content_bearing_physical.n.01"
      ],
      "canonical_synset": "visual_content_bearing_physical.n.01",
      "lemmas": [
        "visual-content-bearing-physical",
        "visual content bearing physical",
        "visual_content_bearing_physical"
      ],
      "pos": "noun",
      "definition": "Instances of &%VisualContentBearingPhysical are\n&%ContentBearingPhysicals that are intended to convey\nmeaning as the result of being seen.",
      "child_concepts": [
        "View",
        "ArtWork",
        "HardcopyDocument",
        "Image",
        "PrintedSheet"
      ]
    },
    {
      "sumo_term": "WaterOverutilization",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "EnvironmentalCrises"
      ],
      "category_children": [],
      "child_count": 0,
      "synset_count": 1,
      "synsets": [
        "water_overutilization.n.01"
      ],
      "canonical_synset": "water_overutilization.n.01",
      "lemmas": [
        "water overutilization",
        "water overuse",
        "excessive water consumption",
        "water overexploitation",
        "unsustainable water use"
      ],
      "pos": "noun",
      "definition": "the excessive use or consumption of water resources beyond sustainable levels, resulting in depletion, degradation, or harm to water systems and their dependent ecosystems",
      "child_concepts": []
    },
    {
      "sumo_term": "WaterPollution",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "EnvironmentalCrises"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "&%WaterPollution is the subclass\nof &%Pollution processes in which &%Water is the polluted substance.",
      "synset_count": 1,
      "synsets": [
        "14518820.n"
      ],
      "canonical_synset": "14518820.n",
      "lemmas": [
        "water_pollution"
      ],
      "pos": "n",
      "definition": "pollution of the water in rivers and lakes",
      "lexname": "noun.state",
      "child_concepts": []
    },
    {
      "sumo_term": "WearableAndPersonal",
      "layer": 2,
      "domain": "CreatedThings",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Artifact"
      ],
      "category_children": [],
      "child_count": 0,
      "sumo_definition": "Items designed to be worn on or applied directly to the human body for protection, comfort, or function.",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "Items designed to be worn on or applied directly to the human body for protection, comfort, or function.",
      "relationships": {
        "related": [
          "Tool",
          "Container",
          "Furniture",
          "Vehicle",
          "Instrument"
        ],
        "has_part": [
          "Bandage",
          "ShoeSole",
          "WearableItem"
        ]
      },
      "safety_tags": {
        "risk_level": "low",
        "impacts": [],
        "treaty_relevant": false,
        "harness_relevant": false
      },
      "training_hints": {
        "positive_examples": [
          "She wrapped a bandage around her sprained ankle to provide support.",
          "The running shoes had thick rubber soles for better grip on the track.",
          "He chose a stylish watch as his favorite wearable accessory.",
          "The compression bandage helped reduce swelling in her injured wrist.",
          "Her designer boots featured leather soles that were both durable and comfortable.",
          "The fitness tracker was the most useful wearable item she owned."
        ],
        "negative_examples": [
          "The mechanic used a wrench to tighten the bolts on the engine.",
          "She placed the ceramic vase carefully on the wooden table.",
          "The carpenter measured the plank with a metal ruler.",
          "He stored his tools in a large plastic container in the garage.",
          "The artist painted with brushes made of natural bristles.",
          "The chef used a sharp knife to slice the vegetables for dinner."
        ],
        "disambiguation": "Not to be confused with: Tool, Container, Furniture, Vehicle, Instrument"
      },
      "meld_source": {
        "meld_id": "org.hatcat/artifact-melds@0.1.0",
        "applied_at": "2025-12-11T21:04:02.813576Z",
        "pack_version": "7.6.9"
      },
      "child_concepts": [
        "Bandage",
        "ShoeSole",
        "WearableItem"
      ]
    },
    {
      "sumo_term": "WeatherProcess",
      "layer": 2,
      "domain": "PhysicalWorld",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Motion"
      ],
      "category_children": [
        "AtmosphericHazing",
        "ClearWeather",
        "Desertification",
        "Drought",
        "ElNinoSouthernOscillation",
        "Fogging",
        "Frosting",
        "HeavySurf",
        "Icing",
        "Lightning",
        "OvercastWeather",
        "PartlyCloudyWeather",
        "Precipitation",
        "Storm",
        "StormSystem",
        "Thunder",
        "Tsunami",
        "Waterspout",
        "WeatherFront",
        "WeatherSeason",
        "WeatherSystem",
        "Zud"
      ],
      "child_count": 23,
      "sumo_definition": "&%WeatherProcess is the broadest class of\nprocesses that involve weather, including weather seasons (not to be confused\nwith instances of &%SeasonOfYear), weather systems, and short-term weather\nevents.",
      "synset_count": 6,
      "synsets": [
        "11439924.n",
        "11472612.n",
        "11501864.n",
        "11524451.n",
        "11524662.n",
        "11525303.n"
      ],
      "canonical_synset": "11439924.n",
      "lemmas": [
        "cold_wave"
      ],
      "pos": "n",
      "definition": "a wave of unusually cold weather",
      "lexname": "noun.phenomenon",
      "child_concepts": [
        "AtmosphericHazing",
        "ClearWeather",
        "Desertification",
        "Drought",
        "ElNinoSouthernOscillation",
        "Fogging",
        "Frosting",
        "HeavySurf",
        "Icing",
        "Lightning",
        "OvercastWeather",
        "PartlyCloudyWeather",
        "Precipitation",
        "Storm",
        "StormSystem",
        "Thunder",
        "Tsunami",
        "Waterspout",
        "WeatherFront",
        "WeatherSeason",
        "WeatherSystem",
        "Wind",
        "Zud"
      ]
    },
    {
      "sumo_term": "WebDocumentAttribute",
      "layer": 2,
      "domain": "Information",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "InternalAttribute"
      ],
      "category_children": [
        "DocumentCategory"
      ],
      "child_count": 1,
      "sumo_definition": "knowledge base document attribute",
      "synset_count": 1,
      "synsets": [
        "web_document_attribute.a.01"
      ],
      "canonical_synset": "web_document_attribute.a.01",
      "lemmas": [
        "web-document-attribute",
        "web document attribute",
        "web_document_attribute"
      ],
      "pos": "adjective",
      "definition": "knowledge base document attribute",
      "child_concepts": [
        "DocumentCategory"
      ]
    },
    {
      "sumo_term": "WorkLeave",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": false,
      "parent_concepts": [
        "Work"
      ],
      "category_children": [
        "DisabilityLeave",
        "SickLeave",
        "Vacationing"
      ],
      "child_count": 3,
      "sumo_definition": "A temporary leave from &%Working.\nNote that this is disjoint from being &%Unemployed.",
      "synset_count": 1,
      "synsets": [
        "work_leave.n.01"
      ],
      "canonical_synset": "work_leave.n.01",
      "lemmas": [
        "work leave",
        "work_leave",
        "work-leave"
      ],
      "pos": "noun",
      "definition": "A temporary leave from &%Working.\nNote that this is disjoint from being &%Unemployed.",
      "child_concepts": [
        "DisabilityLeave",
        "SickLeave",
        "TakingVacation",
        "VacationPeriod",
        "Vacationing_Vacation"
      ]
    },
    {
      "sumo_term": "WorkplaceRelations",
      "layer": 2,
      "domain": "MindsAndAgents",
      "is_category_lens": true,
      "is_pseudo_sumo": true,
      "parent_concepts": [
        "Work"
      ],
      "category_children": [
        "AgentManagement",
        "CoerciveManagement",
        "CollectiveAction",
        "DiscriminatoryPractice",
        "ExploitativeLabor",
        "WorkerAgency",
        "WorkplaceFairness"
      ],
      "child_count": 7,
      "sumo_definition": "The full spectrum of relationships, interactions, and power dynamics between agents in organizational or work contexts",
      "synset_count": 0,
      "synsets": [],
      "canonical_synset": "",
      "lemmas": [],
      "pos": "noun",
      "definition": "The full spectrum of relationships, interactions, and power dynamics between agents in organizational or work contexts",
      "aliases": [
        "LaborRelations",
        "IndustrialRelations",
        "WorkRelations"
      ],
      "relationships": {
        "related": [
          "Organization",
          "IntentionalProcess",
          "SocialInteraction"
        ],
        "has_part": [
          "AgentManagement",
          "WorkerAgency",
          "CollectiveAction",
          "WorkplaceFairness"
        ]
      },
      "safety_tags": {
        "risk_level": "medium",
        "impacts": [
          "autonomy",
          "consent"
        ],
        "treaty_relevant": false,
        "harness_relevant": true
      },
      "simplex_mapping": {
        "status": "mapped",
        "mapped_simplex": "AutonomyDrive",
        "mapping_rationale": "Workplace relations fundamentally involve autonomy negotiation between parties"
      },
      "training_hints": {
        "positive_examples": [
          "The union and management reached an agreement on working conditions",
          "Workers organized to improve their compensation",
          "The company implemented a cooperative decision-making process",
          "Agent orchestration policies define how work is allocated",
          "The union filed a grievance over the policy change",
          "Management and workers reached a collective agreement",
          "The workplace dispute went to arbitration",
          "Workers organized to improve conditions",
          "Agent orchestration involves complex relationship dynamics",
          "The employment relationship was terminated by mutual agreement",
          "There's tension between supervisors and team members",
          "HR mediated the conflict between departments",
          "The labor-management committee met quarterly",
          "Workplace policies affect everyone in the organization",
          "The power dynamic between manager and reports is complex"
        ],
        "negative_examples": [
          "The robot moved the object",
          "The algorithm processed data",
          "The machine completed its cycle",
          "The machine completed its operational cycle",
          "Data was transferred between systems",
          "The software executed its programmed function",
          "Technical processes ran automatically",
          "The server responded to the query",
          "Automated workflows completed without intervention",
          "The system generated the requested output",
          "Hardware performed within specifications",
          "The algorithm produced expected results",
          "Mechanical components functioned normally",
          "The device operated as designed",
          "Computation completed successfully"
        ],
        "disambiguation": "Relationships between agents in work contexts, not mechanical processes"
      },
      "meld_source": {
        "meld_id": "org.hatcat/agent-resource-management@0.3.0",
        "applied_at": "2025-12-10T20:54:14.447635Z",
        "pack_version": "5.0.0"
      },
      "child_concepts": [
        "AgentManagement",
        "CoerciveManagement",
        "CollectiveAction",
        "DiscriminatoryPractice",
        "ExploitativeLabor",
        "WorkerAgency",
        "WorkplaceFairness"
      ]
    }
  ]
}