UniversalLabeler / schemas /grounded-label-graph.schema.json
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Release UniversalLabeler 1.0 data, schemas, examples, and rubrics
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{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://huggingface.co/datasets/egobowwow/egobowwow-1k/resolve/v1.1.0/schemas/grounded-label-graph.schema.json",
"title": "EgoBowWow grounded world-label graph",
"description": "Language-independent environment, agent, hand, entity, relation, procedure, sensor, geometry, trajectory, state, action, and provenance context for one event. Typed assertions reuse the 13 multimodal evaluation label kinds.",
"type": "object",
"additionalProperties": false,
"required": [
"schema_version",
"environment",
"coordinate_frames",
"agents",
"entities",
"relations",
"procedure",
"modalities",
"assertions",
"semantic_alignment",
"provenance"
],
"properties": {
"schema_version": {"const": "1.0.0"},
"environment": {"$ref": "#/$defs/environment"},
"coordinate_frames": {
"type": "array",
"minItems": 1,
"items": {"$ref": "#/$defs/coordinateFrame"}
},
"agents": {"type": "array", "minItems": 1, "items": {"$ref": "#/$defs/agent"}},
"entities": {"type": "array", "items": {"$ref": "#/$defs/entity"}},
"relations": {"type": "array", "items": {"$ref": "#/$defs/relation"}},
"procedure": {"$ref": "#/$defs/procedure"},
"modalities": {
"type": "array",
"minItems": 1,
"items": {"$ref": "#/$defs/modality"}
},
"assertions": {
"type": "array",
"items": {"$ref": "https://huggingface.co/datasets/egobowwow/egobowwow-1k/resolve/v1.0.0/schemas/eval-common.schema.json#/$defs/label"}
},
"semantic_alignment": {"$ref": "#/$defs/semanticAlignment"},
"provenance": {"$ref": "#/$defs/provenance"}
},
"$defs": {
"id": {
"type": "string",
"pattern": "^[a-z][a-z0-9]*(?:[._-][a-z0-9]+)*$",
"maxLength": 192
},
"sha256": {"type": "string", "pattern": "^sha256:[0-9a-f]{64}$"},
"nullableId": {"oneOf": [{"type": "null"}, {"$ref": "#/$defs/id"}]},
"environment": {
"type": "object",
"additionalProperties": false,
"required": [
"site_context_id",
"physical_environment_id",
"scene_type_id",
"station_type_id",
"lighting_id",
"weather_id",
"clutter_id",
"material_state_ids",
"map_artifact_id"
],
"properties": {
"site_context_id": {"$ref": "#/$defs/id"},
"physical_environment_id": {"enum": ["indoor", "outdoor", "mixed", "unknown"]},
"scene_type_id": {"$ref": "#/$defs/id"},
"station_type_id": {"$ref": "#/$defs/id"},
"lighting_id": {"$ref": "#/$defs/id"},
"weather_id": {"$ref": "#/$defs/id"},
"clutter_id": {"$ref": "#/$defs/id"},
"material_state_ids": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"map_artifact_id": {
"oneOf": [
{"type": "null"},
{"type": "string", "pattern": "^artifact:sha256:[0-9a-f]{64}$"}
]
}
}
},
"coordinateFrame": {
"type": "object",
"additionalProperties": false,
"required": ["frame_id", "frame_kind", "parent_frame_id", "calibration_digest"],
"properties": {
"frame_id": {"$ref": "#/$defs/id"},
"frame_kind": {"enum": ["world", "site", "camera", "head", "body", "hand", "object", "robot", "sensor"]},
"parent_frame_id": {"$ref": "#/$defs/nullableId"},
"calibration_digest": {"oneOf": [{"type": "null"}, {"$ref": "#/$defs/sha256"}]}
}
},
"hand": {
"type": "object",
"additionalProperties": false,
"required": [
"hand_id",
"laterality",
"role_ids",
"visibility",
"contact_entity_ids",
"pose_label_keys",
"trajectory_label_keys"
],
"properties": {
"hand_id": {"$ref": "#/$defs/id"},
"laterality": {"enum": ["left", "right", "unknown", "not_applicable"]},
"role_ids": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"visibility": {"enum": ["visible", "partially_occluded", "fully_occluded", "out_of_view", "unknown"]},
"contact_entity_ids": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"pose_label_keys": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"trajectory_label_keys": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}}
}
},
"agent": {
"type": "object",
"additionalProperties": false,
"required": ["agent_id", "agent_kind", "role_ids", "hands", "body_pose_label_keys", "gaze_label_keys"],
"properties": {
"agent_id": {"$ref": "#/$defs/id"},
"agent_kind": {"enum": ["human", "robot"]},
"role_ids": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"hands": {"type": "array", "maxItems": 2, "items": {"$ref": "#/$defs/hand"}},
"body_pose_label_keys": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"gaze_label_keys": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}}
}
},
"entity": {
"type": "object",
"additionalProperties": false,
"required": [
"entity_id",
"category_id",
"role_ids",
"state_before_ids",
"state_after_ids",
"geometry_label_keys",
"pose_label_keys",
"trajectory_label_keys"
],
"properties": {
"entity_id": {"$ref": "#/$defs/id"},
"category_id": {"$ref": "#/$defs/id"},
"role_ids": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"state_before_ids": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"state_after_ids": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"geometry_label_keys": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"pose_label_keys": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"trajectory_label_keys": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}}
}
},
"relation": {
"type": "object",
"additionalProperties": false,
"required": ["relation_id", "predicate_id", "subject_id", "object_id", "phase_id", "assertion_label_key"],
"properties": {
"relation_id": {"$ref": "#/$defs/id"},
"predicate_id": {"enum": ["contact", "holding", "supporting", "inside", "on", "under", "near", "attached_to", "aligned_with", "gaze_at"]},
"subject_id": {"$ref": "#/$defs/id"},
"object_id": {"$ref": "#/$defs/id"},
"phase_id": {"enum": ["approach", "contact", "manipulation", "release", "postcondition", "continuous", "unknown"]},
"assertion_label_key": {"oneOf": [{"type": "null"}, {"$ref": "#/$defs/id"}]}
}
},
"procedure": {
"type": "object",
"additionalProperties": false,
"required": [
"activity_category_id",
"task_id",
"goal_state_ids",
"step_id",
"precondition_ids",
"outcome",
"correctness",
"error_ids",
"intervention_ids",
"proficiency"
],
"properties": {
"activity_category_id": {"$ref": "#/$defs/id"},
"task_id": {"$ref": "#/$defs/id"},
"goal_state_ids": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"step_id": {"$ref": "#/$defs/id"},
"precondition_ids": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"outcome": {"enum": ["success", "partial", "failure", "aborted", "unknown"]},
"correctness": {"enum": ["correct", "mistake", "recovery", "demonstration", "unknown"]},
"error_ids": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"intervention_ids": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"proficiency": {"enum": ["novice", "intermediate", "expert", "not_assessed", "unknown"]}
}
},
"modality": {
"type": "object",
"additionalProperties": false,
"required": ["modality_id", "kind", "clock_id", "coordinate_frame_id", "artifact_id"],
"properties": {
"modality_id": {"$ref": "#/$defs/id"},
"kind": {"enum": ["rgb", "monochrome", "depth", "audio", "imu", "eye_gaze", "point_cloud", "body_pose", "hand_pose", "object_pose", "segmentation", "proprioception", "robot_action", "force_torque", "tactile", "language"]},
"clock_id": {"$ref": "#/$defs/id"},
"coordinate_frame_id": {"$ref": "#/$defs/nullableId"},
"artifact_id": {
"oneOf": [
{"type": "null"},
{"type": "string", "pattern": "^artifact:sha256:[0-9a-f]{64}$"}
]
}
}
},
"semanticAlignment": {
"type": "object",
"additionalProperties": false,
"required": [
"predicate_concept_id",
"argument_bindings",
"effector_hand_ids",
"action_assertion_label_keys"
],
"properties": {
"predicate_concept_id": {"$ref": "#/$defs/id"},
"argument_bindings": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": false,
"required": ["role_id", "concept_id", "ground_ref_id"],
"properties": {
"role_id": {"enum": ["agent", "patient", "instrument", "source", "destination", "recipient", "beneficiary", "location", "support_surface"]},
"concept_id": {"$ref": "#/$defs/id"},
"ground_ref_id": {"$ref": "#/$defs/id"}
}
}
},
"effector_hand_ids": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"action_assertion_label_keys": {"type": "array", "uniqueItems": true, "items": {"$ref": "#/$defs/id"}}
}
},
"provenance": {
"type": "object",
"additionalProperties": false,
"required": ["source_profile_ids", "rubric_ids", "annotation_method", "producer_digest", "review_status"],
"properties": {
"source_profile_ids": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"rubric_ids": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"$ref": "#/$defs/id"}},
"annotation_method": {"enum": ["sensor_ground_truth", "human", "model", "derived", "mixed"]},
"producer_digest": {"$ref": "#/$defs/sha256"},
"review_status": {"enum": ["unreviewed", "single_review", "double_review", "adjudicated", "sensor_qa_pass"]}
}
}
}
}