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value | business_rules listlengths 0 3 | channel_family stringclasses 9
values | content_hash stringlengths 64 64 | difficulty stringclasses 3
values | evaluation_only bool 1
class | expected_audit_question stringclasses 187
values | expected_choices listlengths 0 5 ⌀ | expected_decision stringclasses 6
values | expected_issue_types listlengths 0 3 | input_modality stringclasses 5
values | input_payload unknown | lat_candidate listlengths 1 6 | modality_role stringclasses 2
values | oracle dict | provenance unknown | record_hash stringlengths 64 64 | sample_id stringlengths 20 38 | source_dataset stringclasses 3
values | task_family stringclasses 9
values | template_hash stringlengths 64 64 | user_intent stringlengths 2 253 | workflow_summary stringlengths 39 253 | expected_statuses listlengths 1 3 ⌀ | domain stringclasses 10
values | expected_question stringclasses 8
values | augmentation_index int64 1 9 ⌀ | augmentation_method stringclasses 1
value | augmentation_type stringclasses 1
value | lineage_parent_id stringclasses 17
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[
"content_hash"
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},
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"domain": "inventory",
"modality": "mixed",
"task": "workflow_creation"
} | [
{
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},
{
"action": "ExecuteQuery",
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}
] | real_artefact | {
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[
"content_hash"
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},
"case_id": "CTRL-0630",
"domain": "finance_invoice",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
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},
{
"action": "TypeInto",
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"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
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"expected_statuses": [],
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} | {
"block": "controlled-balanced",
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} | ca9c6367c435da0f3e10a0b98acfe08c6b99811776fe3ec1d8c06fa4f403bfa8 | mssense_eval_v1_0630 | mssense_controlled_balanced | workflow_creation | 70066d62b8c6087ac0eb0d8094d26165e0022b7851acfceaf53611fc371912ef | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for finance_invoice on web. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | d8179b7ee68d81fb3b95cb8e9a7596688be59e56383889e2b359a0b5586d1809 | hard | true | null | [] | UNDERSTOOD | [] | capture | {
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},
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"task": "modification_intent"
} | [
{
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"params": {
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}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.ite... | meta_tagged | {
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} | {
"block": "controlled-balanced",
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} | d9e033c00e9c2274fbf6f1a8775cd2c510d91d09ef69dc97e5a318ce666bf676 | mssense_eval_v1_0631 | mssense_controlled_balanced | modification_intent | d8179b7ee68d81fb3b95cb8e9a7596688be59e56383889e2b359a0b5586d1809 | Identifier l’intention de modification contrôlée pour un workflow hr_onboarding. | modification_intent scenario for hr_onboarding on api. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 4cc3e453a695b953bf9c3a3c029aa03325cdf9486cd5099722183147674797dc | easy | true | null | [] | VALID | [] | capture | {
"assertions": {
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},
"case_id": "CTRL-0632",
"domain": "crm_update",
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"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
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},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "VALID",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 987643f660d7bf535c320732887a05d1c14f33ef08454422dfbe7afa4fd8ce83 | mssense_eval_v1_0632 | mssense_controlled_balanced | workflow_creation | 4cc3e453a695b953bf9c3a3c029aa03325cdf9486cd5099722183147674797dc | Créer un workflow crm_update à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | c277f2309881e748b6b329d27822c43653b1c3f55c13738ff0f1fc1819dd3d47 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
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],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0633",
"domain": "procurement",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 810815e164534cc62e2f6c82326f5b0de438c43a5ff2baac6abd1467cddca52e | mssense_eval_v1_0633 | mssense_controlled_balanced | visual_grounding_governance | c277f2309881e748b6b329d27822c43653b1c3f55c13738ff0f1fc1819dd3d47 | Valider le LAT avec grounding visuel et politique de gouvernance pour procurement. | visual_grounding_governance scenario for procurement on excel. | null | procurement | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
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"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0634",
"domain": "support_ticket",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
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"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 2e55e012629046b16d187229f9f6a701532c06705c2677015c6b751732cb0bc5 | mssense_eval_v1_0634 | mssense_controlled_balanced | workflow_creation | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for support_ticket on file. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
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"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | api | 53ae6b344551341d43d2f4f5a3c993bd891a485afa38e10d07aa024a2cf5ec67 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
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] | VALID | [] | mixed | {
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},
"case_id": "CTRL-0635",
"domain": "logistics",
"modality": "mixed",
"task": "business_rule_extraction"
} | [
{
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"url": "https://api.example/logistics"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | real_artefact | {
"expected_decision": "VALID",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a4054addf7a750fb4ea00bb1b90781d27f30188c7da87539a6f6584b53f9c4f1 | mssense_eval_v1_0635 | mssense_controlled_balanced | business_rule_extraction | 53ae6b344551341d43d2f4f5a3c993bd891a485afa38e10d07aa024a2cf5ec67 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on api. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | ee588939a650b6efeaf7dddf53ab75c6f6d4ee00b18887be35ae7d3cb069a06c | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
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"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0636",
"domain": "compliance",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
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],
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"expected_statuses": [],
"required_checks": [
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"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | fca28342ac3d0f68a16a95cfabfe6cbb086168576fc2e6af13f90dcad46c838b | mssense_eval_v1_0636 | mssense_controlled_balanced | visual_grounding_governance | ee588939a650b6efeaf7dddf53ab75c6f6d4ee00b18887be35ae7d3cb069a06c | Valider le LAT avec grounding visuel et politique de gouvernance pour compliance. | visual_grounding_governance scenario for compliance on mail. | null | compliance | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | ded401cb2cbe81bfe04e503152078e99bb146e71ad468506ef450eba559e4f2a | easy | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | capture | {
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],
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"no_split": true
},
"case_id": "CTRL-0637",
"domain": "insurance_claim",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 8c68f81d56b956acca44f82a95e3189ebcd7d15ec04f9b5e613dd9747be970b7 | mssense_eval_v1_0637 | mssense_controlled_balanced | lat_audit | ded401cb2cbe81bfe04e503152078e99bb146e71ad468506ef450eba559e4f2a | Auditer un LAT mixed et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for insurance_claim on mixed. | null | insurance_claim | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
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"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | mail | 1229b3e126ecf4cdd20266b5fcb4ef5a74fbf17ac54493f95b79707dfe340ef7 | medium | true | null | [] | VALID | [] | capture | {
"assertions": {
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"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0638",
"domain": "sales_ops",
"modality": "capture",
"task": "business_rule_extraction"
} | [
{
"action": "OpenMailbox",
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"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
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"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6e977eea3f607512f32dd960f5ee1e8c8b5fb86d44eabb20f372cca1167ad1cb | mssense_eval_v1_0638 | mssense_controlled_balanced | business_rule_extraction | 1229b3e126ecf4cdd20266b5fcb4ef5a74fbf17ac54493f95b79707dfe340ef7 | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on mail. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 02261f5b802c2e1a8af9f88277faa5b2d4aaf51b2cacd2b3a13e5e67bc83734a | hard | true | null | [] | VALID | [] | demo | {
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"no_split": true
},
"case_id": "CTRL-0639",
"domain": "inventory",
"modality": "demo",
"task": "workflow_creation"
} | [
{
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},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
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"params": {
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}
] | meta_tagged | {
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"expected_statuses": [],
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"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 08b2bb7960259b9f832b2ed97f55d0b1af95b3ac695c0684803263d1bf0faef6 | mssense_eval_v1_0639 | mssense_controlled_balanced | workflow_creation | 02261f5b802c2e1a8af9f88277faa5b2d4aaf51b2cacd2b3a13e5e67bc83734a | Créer un workflow inventory à partir d’une intention utilisateur en modalité database. | workflow_creation scenario for inventory on database. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 3144c9c41a02237d1b3991d3eebb8b44ae655bb19de0cb4cfd41bf3d0c5558cf | easy | true | null | [] | UNDERSTOOD | [] | mixed | {
"assertions": {
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},
"case_id": "CTRL-0640",
"domain": "finance_invoice",
"modality": "mixed",
"task": "clarification_policy"
} | [
{
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},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f05494e68cd4752cd12dddcc11b01f8048b8daa549d03eb5e92077e80d265126 | mssense_eval_v1_0640 | mssense_controlled_balanced | clarification_policy | 3144c9c41a02237d1b3991d3eebb8b44ae655bb19de0cb4cfd41bf3d0c5558cf | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal database. | clarification_policy scenario for finance_invoice on database. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 047c4ddcd31400c214ef1bc93958efe9174f7e39a3eb120a9add411014bd44d8 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0641",
"domain": "hr_onboarding",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
},
{
"action": "IfCondition",
"channel": "CON... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c440ac397f8e2beb6c382af8244602e125165bf2775cb579bc7c2f5981cfb104 | mssense_eval_v1_0641 | mssense_controlled_balanced | lat_audit | 047c4ddcd31400c214ef1bc93958efe9174f7e39a3eb120a9add411014bd44d8 | Auditer un LAT mail et détecter le problème CONTRADICTION. | lat_audit scenario for hr_onboarding on mail. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 437d63222b1cfdcae53cb4ff540524f042e9ecde199d9d1bdfcc215aff5e992d | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0642",
"domain": "crm_update",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_s... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 218aa61f4e7a7e23076f3edbf5cacb7cb37e91ecb214decf7737eb7567ba87ce | mssense_eval_v1_0642 | mssense_controlled_balanced | clarification_policy | 437d63222b1cfdcae53cb4ff540524f042e9ecde199d9d1bdfcc215aff5e992d | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal mail. | clarification_policy scenario for crm_update on mail. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 72e02806cc86bba24130020469ee8cf5febe31600a19d2d9c10ada545423c6a3 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
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"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0643",
"domain": "procurement",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"la... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 16932a411a338f6e4db3985cd0695880cfcf7f830a883c5c59ab80b12cf4753d | mssense_eval_v1_0643 | mssense_controlled_balanced | clarification_policy | 72e02806cc86bba24130020469ee8cf5febe31600a19d2d9c10ada545423c6a3 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal mixed. | clarification_policy scenario for procurement on mixed. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 1c7fe6a0aa7c43f68c6320583286ecbd7a107deb3b605c7473da66361f4e7e0f | easy | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0644",
"domain": "support_ticket",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a541a688d05b687bda9c0f58f9efaedacf5b695924dec944bdb515bcd1a83485 | mssense_eval_v1_0644 | mssense_controlled_balanced | workflow_creation | 1c7fe6a0aa7c43f68c6320583286ecbd7a107deb3b605c7473da66361f4e7e0f | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité mail. | workflow_creation scenario for support_ticket on mail. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 8bf98a88555a2670456476cb53ece7023109cc1920741f86422af112a1ed735d | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0645",
"domain": "logistics",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 98af2ee0c01f7cfa6ff9394318bf246d58b6363d3c8242bb3958f2193d776de9 | mssense_eval_v1_0645 | mssense_controlled_balanced | visual_grounding_governance | 8bf98a88555a2670456476cb53ece7023109cc1920741f86422af112a1ed735d | Valider le LAT avec grounding visuel et politique de gouvernance pour logistics. | visual_grounding_governance scenario for logistics on mail. | null | logistics | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e7b6b2ab2f438c7b0b3d5a4cc3f34ba76a740edb0f4d32f94b7c4729e884f122 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0646",
"domain": "compliance",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ba7fe4255f99e8b94e916942d0180a520de3f799f3db9295b26ad325882ec0e4 | mssense_eval_v1_0646 | mssense_controlled_balanced | semantic_judgment | e7b6b2ab2f438c7b0b3d5a4cc3f34ba76a740edb0f4d32f94b7c4729e884f122 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on web. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | database | 03bde72e470946c317979ea25255caeada02a0687a316b7f25ceb4f2f6bdbe65 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
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},
"case_id": "CTRL-0647",
"domain": "insurance_claim",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
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"expected_statuses": [],
"required_checks": [
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"lat_structure_validity",
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 747b68574a5216d644d8e8c27aedef37aeacbc782996d7872f58e816b10d76cd | mssense_eval_v1_0647 | mssense_controlled_balanced | business_rule_extraction | 03bde72e470946c317979ea25255caeada02a0687a316b7f25ceb4f2f6bdbe65 | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on database. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 87c06bcddb10d4ca1270070623ca04c3d711fc3797e45b7695b9e8de913fba47 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0648",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 8b1817714229a212470a91636a8b0c7120f7f4e62f5a392fb87945d4475640ed | mssense_eval_v1_0648 | mssense_controlled_balanced | clarification_policy | 87c06bcddb10d4ca1270070623ca04c3d711fc3797e45b7695b9e8de913fba47 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal file. | clarification_policy scenario for sales_ops on file. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | fc7421be3494a7ab450102336e7ab10fda66b7f794b77e8ea2b7588d2454bf56 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0649",
"domain": "inventory",
"modality": "mixed",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1d499681ef391540ad23ebdfbac86ca62e719cc3dc3ba855a72ccd5564915758 | mssense_eval_v1_0649 | mssense_controlled_balanced | semantic_judgment | fc7421be3494a7ab450102336e7ab10fda66b7f794b77e8ea2b7588d2454bf56 | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on mixed. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 2412ba917e9ec13e8a3f264adfbb5a7ee4520cb8f99a80f7757bc9bef7f821c3 | medium | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0650",
"domain": "finance_invoice",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "VALID",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | dcb52f541f76cc0b957a5758304311d4f6f66531f589474f94732e73201d04f6 | mssense_eval_v1_0650 | mssense_controlled_balanced | workflow_creation | 2412ba917e9ec13e8a3f264adfbb5a7ee4520cb8f99a80f7757bc9bef7f821c3 | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité database. | workflow_creation scenario for finance_invoice on database. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | d369f6433597ab4aaefd0a635752f180cb608f05d3c9bfa2993ebe4ee3b44b12 | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
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],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0651",
"domain": "hr_onboarding",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
},
"value": "${ctx.missing_value}"
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${c... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 16d5c49ea7cc3dec2e9513abf416b106378bc59c7b7d3d30f3f3b8923c49ac40 | mssense_eval_v1_0651 | mssense_controlled_balanced | lat_audit | d369f6433597ab4aaefd0a635752f180cb608f05d3c9bfa2993ebe4ee3b44b12 | Auditer un LAT file et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for hr_onboarding on file. | null | hr_onboarding | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 73cea6b04aa02ead9fde06eebe28631d4371b1a13bdcfdb0f9cbc2d538cec932 | easy | true | null | [] | VALID | [] | demo | {
"assertions": {
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},
"case_id": "CTRL-0652",
"domain": "crm_update",
"modality": "demo",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
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"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | af91eed0e9ba5e4e1a2b32c4a687fbe696a6f329b978ba3c4cf989e8e36690af | mssense_eval_v1_0652 | mssense_controlled_balanced | business_rule_extraction | 73cea6b04aa02ead9fde06eebe28631d4371b1a13bdcfdb0f9cbc2d538cec932 | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on excel. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 2f4f237dae3d25385bf651f926b8197bdbafbb7a4806a385638b62f0002dc885 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0653",
"domain": "procurement",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 98f79a71d247c98e4edb95f61318aa02771cf6cbbe8cefdb21f34378c2ba0d10 | mssense_eval_v1_0653 | mssense_controlled_balanced | visual_grounding_governance | 2f4f237dae3d25385bf651f926b8197bdbafbb7a4806a385638b62f0002dc885 | Valider le LAT avec grounding visuel et politique de gouvernance pour procurement. | visual_grounding_governance scenario for procurement on file. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 0f9d685c6b05676fff32c57f1b629b8198aa7d73763c90693fb44550ace4d61b | hard | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0654",
"domain": "support_ticket",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_str... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | becdf1c5880165ff9aa45040cdedac59d645ffb873f3d41dc255ea348b45caf1 | mssense_eval_v1_0654 | mssense_controlled_balanced | clarification_policy | 0f9d685c6b05676fff32c57f1b629b8198aa7d73763c90693fb44550ace4d61b | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal desktop. | clarification_policy scenario for support_ticket on desktop. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 87f41f6c61632a13380a1fcbc6a332fed3be6fb584a809182e10a507330b62cd | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0655",
"domain": "logistics",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3ff3119fefaa2afc13519cb319993bb88a3fdbe8a5684e37fb326873b8bf04ec | mssense_eval_v1_0655 | mssense_controlled_balanced | semantic_judgment | 87f41f6c61632a13380a1fcbc6a332fed3be6fb584a809182e10a507330b62cd | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on web. | null | logistics | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 04fdd0b2fed9b70a67afd20f804b5c480c049c489348894d620cd50f15898d82 | medium | true | null | [] | VALID | [] | text | {
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"no_split": true
},
"case_id": "CTRL-0656",
"domain": "compliance",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "VALID",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 75573271e07f91b6172aec15c7e64fedde13d9c89af25fe3fee4a470618817da | mssense_eval_v1_0656 | mssense_controlled_balanced | workflow_creation | 04fdd0b2fed9b70a67afd20f804b5c480c049c489348894d620cd50f15898d82 | Créer un workflow compliance à partir d’une intention utilisateur en modalité database. | workflow_creation scenario for compliance on database. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | cec3636c20199700088e36816bc23f468ab70287c3fe26704d5084ff38e1ea63 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0657",
"domain": "insurance_claim",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "VALID",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | db7440c51ecf89c7b4fa6a6ac98ad30a373d0d9adcda6ff13052c026ef31bed2 | mssense_eval_v1_0657 | mssense_controlled_balanced | workflow_creation | cec3636c20199700088e36816bc23f468ab70287c3fe26704d5084ff38e1ea63 | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité mail. | workflow_creation scenario for insurance_claim on mail. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 220e943a8d5a0a4f004bb8876062882344cfb60e52e00fa3be0a5b5ddb282667 | medium | true | null | [] | VALID | [] | capture | {
"assertions": {
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"no_split": true
},
"case_id": "CTRL-0658",
"domain": "sales_ops",
"modality": "capture",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
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"expected_statuses": [],
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"decision_match",
"lat_structure_validity",
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f21c303e8e6280b3d08d6b169a30ccbe323159c5fc2c2ad806cc1ba289e13552 | mssense_eval_v1_0658 | mssense_controlled_balanced | business_rule_extraction | 220e943a8d5a0a4f004bb8876062882344cfb60e52e00fa3be0a5b5ddb282667 | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on excel. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 503f8de67258356d6aaf8f3f0e5a2a9b37aabc1a3b371db7d857c43a4f04fcfb | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
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"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0659",
"domain": "inventory",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c4c0260db0131d6768f5ac433b2c6a63c4ef065c7fd607668919ab4155e1e9d9 | mssense_eval_v1_0659 | mssense_controlled_balanced | clarification_policy | 503f8de67258356d6aaf8f3f0e5a2a9b37aabc1a3b371db7d857c43a4f04fcfb | Déterminer si une clarification est nécessaire pour un workflow inventory en canal excel. | clarification_policy scenario for inventory on excel. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 3a3f3a04503ea55b5f5aa7841d4dd59b7d4d4f9cb09c77cf9c58b73917b5fead | easy | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0660",
"domain": "finance_invoice",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
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"expected_statuses": [],
"required_checks": [
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3e63b3a951db033d3299dec824d0aacb626c6e36f0f8743147cc6fbfae15953d | mssense_eval_v1_0660 | mssense_controlled_balanced | workflow_creation | 3a3f3a04503ea55b5f5aa7841d4dd59b7d4d4f9cb09c77cf9c58b73917b5fead | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité database. | workflow_creation scenario for finance_invoice on database. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 55a62cb6891871e4933360d99fe32ece19cc1cb059455a0dd654b70facd87b65 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0661",
"domain": "hr_onboarding",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/hr_onboarding"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.ite... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d89c1e8399dd0b1c85d238bc7132bf9d1fd826dedfe9eb9eb2440f8307ce5bd6 | mssense_eval_v1_0661 | mssense_controlled_balanced | lat_audit | 55a62cb6891871e4933360d99fe32ece19cc1cb059455a0dd654b70facd87b65 | Auditer un LAT api et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for hr_onboarding on api. | null | hr_onboarding | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 71159fd6a4c5019665a8df57b007104799257d7a6d1b656c76d669fc1841cef2 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0662",
"domain": "crm_update",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9ab9f305dff330a23f2761e74546ae0be3eb810b5c544e276f08b8dc051f4dbc | mssense_eval_v1_0662 | mssense_controlled_balanced | lat_audit | 71159fd6a4c5019665a8df57b007104799257d7a6d1b656c76d669fc1841cef2 | Auditer un LAT web et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for crm_update on web. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 6474378595ce8f5f2378e9759ead5a19f66e548575ab3c91526ad0ad5c2253d7 | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
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"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0663",
"domain": "procurement",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f742ef21f48fc2fbb77e3f320d3c6ecb8bcb860683e26cf1fd562030f66223a7 | mssense_eval_v1_0663 | mssense_controlled_balanced | lat_audit | 6474378595ce8f5f2378e9759ead5a19f66e548575ab3c91526ad0ad5c2253d7 | Auditer un LAT web et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for procurement on web. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5f5f7a772725f27dc272a4de470c6a790aec3b7992de6cc9144f9ca6f3152097 | easy | true | null | [] | UNDERSTOOD | [] | audio | {
"assertions": {
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"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0664",
"domain": "support_ticket",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d3297a760c13d4da35c625d93920081915a33cc7e1dc6d9a07597847e1e7385d | mssense_eval_v1_0664 | mssense_controlled_balanced | clarification_policy | 5f5f7a772725f27dc272a4de470c6a790aec3b7992de6cc9144f9ca6f3152097 | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal desktop. | clarification_policy scenario for support_ticket on desktop. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0665",
"domain": "logistics",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3133d8a11cd50f2814a193990bf560efa61364fe1038de02042a196e5ffe0481 | mssense_eval_v1_0665 | mssense_controlled_balanced | workflow_creation | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | Créer un workflow logistics à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for logistics on file. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | b165afc96ced7fac273daceddd7436bf395958f2f9b0768fa9f7998948cc74ad | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0666",
"domain": "compliance",
"modality": "capture",
"task": "visual_grounding_governance"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/compliance"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items"... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ba8c2a6bf78b6e1dc00f7a9cc992088ad715e55798e2cb48c2177f7a6801475b | mssense_eval_v1_0666 | mssense_controlled_balanced | visual_grounding_governance | b165afc96ced7fac273daceddd7436bf395958f2f9b0768fa9f7998948cc74ad | Valider le LAT avec grounding visuel et politique de gouvernance pour compliance. | visual_grounding_governance scenario for compliance on api. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 5a941b564a4745a4b34dca9955a1a88cd8d268704d34c5ab9b2cb58baed2bb43 | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0667",
"domain": "insurance_claim",
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} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
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"params": {
"filePath": "${ctx.workbook_path}"
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},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
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"UNRESOLVED_VARIABLE"
],
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"seed": 20260605,
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} | c325f027bdb803ea23553d0034d70676510dd9ae0b542c87a2072de77a799a88 | mssense_eval_v1_0667 | mssense_controlled_balanced | clarification_policy | 5a941b564a4745a4b34dca9955a1a88cd8d268704d34c5ab9b2cb58baed2bb43 | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal excel. | clarification_policy scenario for insurance_claim on excel. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
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{
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... | file | 44217ef42eaa6a03e3a6311d24a642df635106a433e98a703b817f6b8b19fe5a | hard | true | null | [] | VALID | [] | demo | {
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} | [
{
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}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
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} | 4e24c6890d1496d477bf73b8a5889d1f12a41c5893c85b7b8bb7b7ef8a9abfeb | mssense_eval_v1_0668 | mssense_controlled_balanced | business_rule_extraction | 44217ef42eaa6a03e3a6311d24a642df635106a433e98a703b817f6b8b19fe5a | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on file. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | f848620edaf27880bb677dac3f4699d00e36696748cb5d950f2dd41677a9f2a7 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
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},
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"task": "lat_audit"
} | [
{
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"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
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"params": {
"query": "select * from records"
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}
] | meta_tagged | {
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"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
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} | 2aac916fda22d3183665859e8a508db6c4c78e9f982d45783479d33edb88e7a6 | mssense_eval_v1_0669 | mssense_controlled_balanced | lat_audit | f848620edaf27880bb677dac3f4699d00e36696748cb5d950f2dd41677a9f2a7 | Auditer un LAT database et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for inventory on database. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
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"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
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"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0670",
"domain": "finance_invoice",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
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"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
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} | dab0627b6344e99d922e80836678a1c1b702ddc7803a1ce4b610ec888810cbd4 | mssense_eval_v1_0670 | mssense_controlled_balanced | business_rule_extraction | 11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35 | Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT. | business_rule_extraction scenario for finance_invoice on excel. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | a96edbacb538f0f70398050f6f0098db74bb6c5a0e35430084a455283fbe847a | medium | true | null | [] | VALID | [] | text | {
"assertions": {
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"no_split": true
},
"case_id": "CTRL-0671",
"domain": "hr_onboarding",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/hr_onboarding"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
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"expected_question": null,
"expected_statuses": [],
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"lat_structure_validity",
"business_rule_consistency"
]
} | {
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"seed": 20260605,
"source": "controlled_generation"
} | 687b4b530fbb2a373558b00b375886c8a24cf3e530022aaa354be5beef526114 | mssense_eval_v1_0671 | mssense_controlled_balanced | workflow_creation | a96edbacb538f0f70398050f6f0098db74bb6c5a0e35430084a455283fbe847a | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for hr_onboarding on web. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
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"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | file | b36b80fd7b720bc4a23d9379e84dff4dda982ff6a467cbeb53460f66269a4bcd | hard | true | null | [] | VALID | [] | text | {
"assertions": {
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"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0672",
"domain": "crm_update",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 000e8319acbedffaaeeb8c3f06bcede0f660da6f7a35e7e840dbb1d0775641b7 | mssense_eval_v1_0672 | mssense_controlled_balanced | business_rule_extraction | b36b80fd7b720bc4a23d9379e84dff4dda982ff6a467cbeb53460f66269a4bcd | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on file. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 085f9a0ec95b3343e09727e58a1fb31a6243d2d3628fa9a9db6f153df9ad7b90 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0673",
"domain": "procurement",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/procurement"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 413e266bd43389710068d403c35ed89db15cd315613f5f7e1e32562f1f65f2fc | mssense_eval_v1_0673 | mssense_controlled_balanced | clarification_policy | 085f9a0ec95b3343e09727e58a1fb31a6243d2d3628fa9a9db6f153df9ad7b90 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal api. | clarification_policy scenario for procurement on api. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
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"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | database | d1008e980bde637fa6eae051afcd50e52ee5695f693aa29ecb1ce95d9015d570 | medium | true | null | [] | VALID | [] | mixed | {
"assertions": {
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"no_split": true
},
"case_id": "CTRL-0674",
"domain": "support_ticket",
"modality": "mixed",
"task": "business_rule_extraction"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "VALID",
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"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0c2573efc2d485614557468054dd9f7562ce7df02c6fc0cfd1379166f284579b | mssense_eval_v1_0674 | mssense_controlled_balanced | business_rule_extraction | d1008e980bde637fa6eae051afcd50e52ee5695f693aa29ecb1ce95d9015d570 | Extraire les règles métier d’un processus support_ticket et les rattacher au LAT. | business_rule_extraction scenario for support_ticket on database. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 6dbc59f536276e6b333ba3ffec83d0f09983dea5d090473690a56428fb36b2a5 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0675",
"domain": "logistics",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 782c18e7b45e278d3b1d2b9a496e777327ab9324910f908f8bff30c03a8924d1 | mssense_eval_v1_0675 | mssense_controlled_balanced | clarification_policy | 6dbc59f536276e6b333ba3ffec83d0f09983dea5d090473690a56428fb36b2a5 | Déterminer si une clarification est nécessaire pour un workflow logistics en canal database. | clarification_policy scenario for logistics on database. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
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"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | database | d1008e980bde637fa6eae051afcd50e52ee5695f693aa29ecb1ce95d9015d570 | medium | true | null | [] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
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"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0676",
"domain": "compliance",
"modality": "mixed",
"task": "business_rule_extraction"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e299870aa113bb55287462403c72b0b9428a97de1c103e4f6dbb77ff31f12f37 | mssense_eval_v1_0676 | mssense_controlled_balanced | business_rule_extraction | d1008e980bde637fa6eae051afcd50e52ee5695f693aa29ecb1ce95d9015d570 | Extraire les règles métier d’un processus compliance et les rattacher au LAT. | business_rule_extraction scenario for compliance on database. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | bd232839031e610e7c75ee5d9605b1f524564506fa18ed002b25bb6ef78ada54 | medium | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | capture | {
"assertions": {
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"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0677",
"domain": "insurance_claim",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/insurance_claim"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validit... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 8a6f672f5b19e9038cee0ddec36d6c68850ac203bd0e04ce8ee1b77a8e54c922 | mssense_eval_v1_0677 | mssense_controlled_balanced | clarification_policy | bd232839031e610e7c75ee5d9605b1f524564506fa18ed002b25bb6ef78ada54 | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal web. | clarification_policy scenario for insurance_claim on web. | null | insurance_claim | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 6b7d81b22d4360313c0a52103b980e9e51d9270e53060ea8689a99fddb2a625a | medium | true | null | [] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0678",
"domain": "sales_ops",
"modality": "capture",
"task": "modification_intent"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/sales_ops"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | eb69bf7af922fae82ba427846f7da2387450f90551641918a6bbf1f8adcdb590 | mssense_eval_v1_0678 | mssense_controlled_balanced | modification_intent | 6b7d81b22d4360313c0a52103b980e9e51d9270e53060ea8689a99fddb2a625a | Identifier l’intention de modification contrôlée pour un workflow sales_ops. | modification_intent scenario for sales_ops on api. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | f7c7b8a9dbf706c4298b30f263b76621fc756465c0887029f0379fbde3b31feb | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0679",
"domain": "inventory",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | eccde25523a0bfd86c9aad250df5b7d3b03ec4a2350498d8978119300d99acf9 | mssense_eval_v1_0679 | mssense_controlled_balanced | lat_audit | f7c7b8a9dbf706c4298b30f263b76621fc756465c0887029f0379fbde3b31feb | Auditer un LAT web et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for inventory on web. | null | inventory | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8c006b32349e1cf12ce4aa7f93604ccf10168f7dcf485839f929315aec6384b0 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0680",
"domain": "finance_invoice",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ba3bfd1bc01994e1d55b49cb345b0b2b52790da0d89f5d45a72b0793fcfb4f14 | mssense_eval_v1_0680 | mssense_controlled_balanced | clarification_policy | 8c006b32349e1cf12ce4aa7f93604ccf10168f7dcf485839f929315aec6384b0 | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal excel. | clarification_policy scenario for finance_invoice on excel. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | file | bd18b2a7177a35e42ddc4cabb1c71ec3419486ee012db03bf0f1ebd909f1226e | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0681",
"domain": "hr_onboarding",
"modality": "capture",
"task": "business_rule_extraction"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"expected_decision": "VALID",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3b4840f2127e3f7f13c9fab761959cf8a787ee1f1fffce6389766a9fe4bdb6b1 | mssense_eval_v1_0681 | mssense_controlled_balanced | business_rule_extraction | bd18b2a7177a35e42ddc4cabb1c71ec3419486ee012db03bf0f1ebd909f1226e | Extraire les règles métier d’un processus hr_onboarding et les rattacher au LAT. | business_rule_extraction scenario for hr_onboarding on file. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 470863f9402276c4a6a1c3aac947dedf0a1e93e75111d0b291165ec263dd22d0 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0682",
"domain": "crm_update",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 286dac5e7b78c30413b0ae019933fae97360fa036ff63d04f997a62ea074c7b4 | mssense_eval_v1_0682 | mssense_controlled_balanced | semantic_judgment | 470863f9402276c4a6a1c3aac947dedf0a1e93e75111d0b291165ec263dd22d0 | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment scenario for crm_update on web. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | b70da32a5a02612457e690d3639f148c55cb3b95512eeb3dce11f5b57df4e87e | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0683",
"domain": "procurement",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 2bad22809195c76c53eb7ba4292bc61f807b8c90b732f2c78a99e0de21265e72 | mssense_eval_v1_0683 | mssense_controlled_balanced | workflow_creation | b70da32a5a02612457e690d3639f148c55cb3b95512eeb3dce11f5b57df4e87e | Créer un workflow procurement à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for procurement on desktop. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 65adb6b9bd6a2a990e453b38f5741b627ac357cb17f524e463a4f304c48db86e | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0684",
"domain": "support_ticket",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d3be79b84c2c1e292df3b66524958f87c2771fdd0f893b5a7660cb45fc43bd9e | mssense_eval_v1_0684 | mssense_controlled_balanced | visual_grounding_governance | 65adb6b9bd6a2a990e453b38f5741b627ac357cb17f524e463a4f304c48db86e | Valider le LAT avec grounding visuel et politique de gouvernance pour support_ticket. | visual_grounding_governance scenario for support_ticket on desktop. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5f5f7a772725f27dc272a4de470c6a790aec3b7992de6cc9144f9ca6f3152097 | easy | true | null | [] | UNDERSTOOD | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0685",
"domain": "logistics",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 819f64a03621ce94046e7c96782cd9f6b18d040f0f91ad1cd3a660549e28ef34 | mssense_eval_v1_0685 | mssense_controlled_balanced | clarification_policy | 5f5f7a772725f27dc272a4de470c6a790aec3b7992de6cc9144f9ca6f3152097 | Déterminer si une clarification est nécessaire pour un workflow logistics en canal desktop. | clarification_policy scenario for logistics on desktop. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 3336e81e20d548ff0a476d310d13417023ff2a381847737f5d847354d695f61b | easy | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0686",
"domain": "compliance",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 923e8af245e1591e8bf8892af5f2238f9b2b9ff2bb1ef6bc12feb6f7ab5d2cb7 | mssense_eval_v1_0686 | mssense_controlled_balanced | workflow_creation | 3336e81e20d548ff0a476d310d13417023ff2a381847737f5d847354d695f61b | Créer un workflow compliance à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for compliance on web. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | a437b4ac37820dc726eb551d39950441521dbf4258c83787ba12166975067590 | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0687",
"domain": "insurance_claim",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3843a4589cd54911388e894142b08c011605c413bead279cff5dd47d84bbdc18 | mssense_eval_v1_0687 | mssense_controlled_balanced | semantic_judgment | a437b4ac37820dc726eb551d39950441521dbf4258c83787ba12166975067590 | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on excel. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 446656d00f163dc3dac3a869768646996e653c093c35b8f50f9133349dd49cfe | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0688",
"domain": "sales_ops",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6eef5c5b7c6822466f5ca08f0ccf1a5ac1787112560f7e89440fab7bb7a43b62 | mssense_eval_v1_0688 | mssense_controlled_balanced | workflow_creation | 446656d00f163dc3dac3a869768646996e653c093c35b8f50f9133349dd49cfe | Créer un workflow sales_ops à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for sales_ops on web. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 503f8de67258356d6aaf8f3f0e5a2a9b37aabc1a3b371db7d857c43a4f04fcfb | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0689",
"domain": "inventory",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | cfde0e7d910b6000b9db556eb8cf511c2e7d6122d1e135a7f8a0da382a131e2b | mssense_eval_v1_0689 | mssense_controlled_balanced | clarification_policy | 503f8de67258356d6aaf8f3f0e5a2a9b37aabc1a3b371db7d857c43a4f04fcfb | Déterminer si une clarification est nécessaire pour un workflow inventory en canal excel. | clarification_policy scenario for inventory on excel. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 9322cac89966aedd9a7cd1c3bc0a91b40dcf8f0a8a343aab5f4118a171aaa5f5 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0690",
"domain": "finance_invoice",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 453ea268fe7e1cac703cfea48c220602352078aa2fff9a978a228d5eea2a6f96 | mssense_eval_v1_0690 | mssense_controlled_balanced | business_rule_extraction | 9322cac89966aedd9a7cd1c3bc0a91b40dcf8f0a8a343aab5f4118a171aaa5f5 | Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT. | business_rule_extraction scenario for finance_invoice on desktop. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0691",
"domain": "hr_onboarding",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 85dff760099f7b3d5d9e429a48879f8bf6a243fa6add59e4530cc8d44378a56c | mssense_eval_v1_0691 | mssense_controlled_balanced | workflow_creation | 5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for hr_onboarding on desktop. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 671325b613c8ef61c88e9d56241e135aa12e9887ec1c34990127cc9ad45a48c5 | medium | true | null | [] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0692",
"domain": "crm_update",
"modality": "mixed",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c7f5097d1457f36a284dcd75fb786f226bf2a7653b1f5bab2d221efe2fbdbf8a | mssense_eval_v1_0692 | mssense_controlled_balanced | workflow_creation | 671325b613c8ef61c88e9d56241e135aa12e9887ec1c34990127cc9ad45a48c5 | Créer un workflow crm_update à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for crm_update on desktop. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 25a07d62bdd301d415160d67ab0557782ff5c18a74e74bbeaae3ebd75ae482d2 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0693",
"domain": "procurement",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a38feb2e8cf3ce7189feb97bcc17f8ec3b502a3bcc3cd4709e133e08211366b9 | mssense_eval_v1_0693 | mssense_controlled_balanced | workflow_creation | 25a07d62bdd301d415160d67ab0557782ff5c18a74e74bbeaae3ebd75ae482d2 | Créer un workflow procurement à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for procurement on web. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | cadee0f10073fbfa0a6b08f343b1720b13b4c6e85090472526d8c766bbfdeb6a | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0694",
"domain": "support_ticket",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c14a04961dda1d6f1ce33a82d1c2c1fe4f733d75a08006924b23e601168a5ee6 | mssense_eval_v1_0694 | mssense_controlled_balanced | lat_audit | cadee0f10073fbfa0a6b08f343b1720b13b4c6e85090472526d8c766bbfdeb6a | Auditer un LAT database et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for support_ticket on database. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 4431676b0068217b84ca1f54f36dec503f71012f15ca4b5c64d509baea88afad | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0695",
"domain": "logistics",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b220fcc5f58bf1e2b2ebdcb94c3780d4b7f41efbc68a54a83b08b7cfb32b3900 | mssense_eval_v1_0695 | mssense_controlled_balanced | lat_audit | 4431676b0068217b84ca1f54f36dec503f71012f15ca4b5c64d509baea88afad | Auditer un LAT desktop et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for logistics on desktop. | null | logistics | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 36f8a096d72d03a93ecd7ec9fc1872f000b43ff176120304ebbaa89054663e00 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0696",
"domain": "compliance",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/compliance"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 2df9824b19dbc920c34d1d567bf43aeeb7a5300b3e25f037ae58582f07453e58 | mssense_eval_v1_0696 | mssense_controlled_balanced | semantic_judgment | 36f8a096d72d03a93ecd7ec9fc1872f000b43ff176120304ebbaa89054663e00 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on api. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 67b8cb46246e85e6b1112302b883ccb71a7c2e298b5d3d181749b7a58e984e22 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0697",
"domain": "insurance_claim",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/insurance_claim"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.i... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6d8b48643dce75e8b31fc785f7fa093d2f4508252e105b44cbd5c194b0d9cec6 | mssense_eval_v1_0697 | mssense_controlled_balanced | clarification_policy | 67b8cb46246e85e6b1112302b883ccb71a7c2e298b5d3d181749b7a58e984e22 | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal api. | clarification_policy scenario for insurance_claim on api. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | d3d5f7a42f90c6f100944a42290ba562eb89818c37317fea744a487b4cdebb5b | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0698",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ae5db8af48b88a1ab21d45b6219bd7ce4956dd7d4e3daeb8f0763ac683f6b846 | mssense_eval_v1_0698 | mssense_controlled_balanced | lat_audit | d3d5f7a42f90c6f100944a42290ba562eb89818c37317fea744a487b4cdebb5b | Auditer un LAT mail et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for sales_ops on mail. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 8bd102a66595ef0af42ff969a69fd4b7a26523790f1ca67d2032b62cd37648de | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0699",
"domain": "inventory",
"modality": "mixed",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 606a3ec78dbd2893a1a5ab52b0e59a19c0f46661d0948d5c0f35813c97f4b738 | mssense_eval_v1_0699 | mssense_controlled_balanced | modification_intent | 8bd102a66595ef0af42ff969a69fd4b7a26523790f1ca67d2032b62cd37648de | Identifier l’intention de modification contrôlée pour un workflow inventory. | modification_intent scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 31e68139995837d13bcd054f274a20addaaddd8e63eb9b2d946b8955e123156e | easy | true | null | [] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0700",
"domain": "finance_invoice",
"modality": "mixed",
"task": "workflow_creation"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e7d522328500912f97f6fc9f4913e5a66bbe61de27c3436494d37c40f2c13c03 | mssense_eval_v1_0700 | mssense_controlled_balanced | workflow_creation | 31e68139995837d13bcd054f274a20addaaddd8e63eb9b2d946b8955e123156e | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for finance_invoice on file. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | ab18324b7478b81e5003587b323524c3e259cd088f9b7ada56f7db73b84491a2 | medium | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0701",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validit... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a3cb90ffaf8a31b271e68c621f4bfdfd1b813bf5887daa2f321df98ec665cb9e | mssense_eval_v1_0701 | mssense_controlled_balanced | clarification_policy | ab18324b7478b81e5003587b323524c3e259cd088f9b7ada56f7db73b84491a2 | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal desktop. | clarification_policy scenario for hr_onboarding on desktop. | null | hr_onboarding | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | be0f659e2196041276f32ebdd98989d0e05d5db45d8cc2971e24f00af302d5ba | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0702",
"domain": "crm_update",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e770a05066a8898d4032534f9063aaefadab67be83494575fc01f3ee36713c0e | mssense_eval_v1_0702 | mssense_controlled_balanced | semantic_judgment | be0f659e2196041276f32ebdd98989d0e05d5db45d8cc2971e24f00af302d5ba | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment scenario for crm_update on file. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | fd88d25d3a67cdbbe32d19ef79d94f274b0f378ada94528280c64377a899b84a | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0703",
"domain": "procurement",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b67efaabd4d5eb19fc8b550c4fbcf1f31ebf59e358a00092df2f9e751c9cf534 | mssense_eval_v1_0703 | mssense_controlled_balanced | lat_audit | fd88d25d3a67cdbbe32d19ef79d94f274b0f378ada94528280c64377a899b84a | Auditer un LAT web et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for procurement on web. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 87791142f8ddc956aef5928a09e8a9a4e998bdc31c2975fa46275e68653c7f10 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0704",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
},
"selector": "le bon bouton"
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4d9eeed89512d7d0ba9082fa6e463ddd3c482073a321ec1590f7c27eda98f1cb | mssense_eval_v1_0704 | mssense_controlled_balanced | semantic_judgment | 87791142f8ddc956aef5928a09e8a9a4e998bdc31c2975fa46275e68653c7f10 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on database. | null | support_ticket | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | file | 026ac7a96aa8268f0e1daa8ebbb4684bd7cafdf6be7e2b6f8af3c367d6af197d | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0705",
"domain": "logistics",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5c7171f2f2e796c772e5eadaf782ade2774b2fcb6a38d0e2bf5ed46fcc3d42fa | mssense_eval_v1_0705 | mssense_controlled_balanced | business_rule_extraction | 026ac7a96aa8268f0e1daa8ebbb4684bd7cafdf6be7e2b6f8af3c367d6af197d | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on file. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 584674428d2c06cd86b03f294682e1a08ce733c27463a04a9ea4fa6351ac7abc | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0706",
"domain": "compliance",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bc2da4e966762e9d13e95f4c4529d7eb43f38d7b2075c0d5ddadd7043269e0e2 | mssense_eval_v1_0706 | mssense_controlled_balanced | visual_grounding_governance | 584674428d2c06cd86b03f294682e1a08ce733c27463a04a9ea4fa6351ac7abc | Valider le LAT avec grounding visuel et politique de gouvernance pour compliance. | visual_grounding_governance scenario for compliance on desktop. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | f3a2d801eeba95cb1e883720dc20ada6a2fefaa36172bb44069cff477826af58 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0707",
"domain": "insurance_claim",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 480cba5658cdf571d0dc00316f2246b1a174804141184c0c5ea2c474e2b80325 | mssense_eval_v1_0707 | mssense_controlled_balanced | modification_intent | f3a2d801eeba95cb1e883720dc20ada6a2fefaa36172bb44069cff477826af58 | Identifier l’intention de modification contrôlée pour un workflow insurance_claim. | modification_intent scenario for insurance_claim on desktop. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 461cce372e21fb11083193f2c22d368d06641dce0cf6b2a04b19b0ce4d6c8bee | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0708",
"domain": "sales_ops",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6c72d2b71fc785cf3530f574f17729dcb9caa23221037569b2ae2ec9bca575b5 | mssense_eval_v1_0708 | mssense_controlled_balanced | lat_audit | 461cce372e21fb11083193f2c22d368d06641dce0cf6b2a04b19b0ce4d6c8bee | Auditer un LAT excel et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for sales_ops on excel. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 545f953c9a27e1234200bf112fd9254e6ac78010c4eb421165e6cc148f3a6207 | hard | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0709",
"domain": "inventory",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3debd81e64a1590fda565b05cec1d4f6e490cb5d99da841df8eb3cf79f031f75 | mssense_eval_v1_0709 | mssense_controlled_balanced | semantic_judgment | 545f953c9a27e1234200bf112fd9254e6ac78010c4eb421165e6cc148f3a6207 | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on web. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 811a0e70dda493920157835b465e659725df568939394069fbb18a6d69a7f8f2 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0710",
"domain": "finance_invoice",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a82f6c6e7d9019477a5892577136f88e6ab33b1efc0bac84d55ea66430f24c0d | mssense_eval_v1_0710 | mssense_controlled_balanced | workflow_creation | 811a0e70dda493920157835b465e659725df568939394069fbb18a6d69a7f8f2 | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for finance_invoice on web. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | be93616e91a916dd95da4888cd41cf7ec5183cacc3ca6eab1177a6cafc3004da | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0711",
"domain": "hr_onboarding",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/hr_onboarding"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 77e70e8e3034dc4e9f72dda7b658603f0cf872922fb552b109fb841d32f0abaf | mssense_eval_v1_0711 | mssense_controlled_balanced | business_rule_extraction | be93616e91a916dd95da4888cd41cf7ec5183cacc3ca6eab1177a6cafc3004da | Extraire les règles métier d’un processus hr_onboarding et les rattacher au LAT. | business_rule_extraction scenario for hr_onboarding on web. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | a5a3acd33695eac4f14296a493f7a426a3a2677a5f8a12a85bae233d667d192c | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0712",
"domain": "crm_update",
"modality": "mixed",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance"... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5892dc71b613c9ef3045b57fe4124e27eb0f16823b1305e87824e8ee14746c44 | mssense_eval_v1_0712 | mssense_controlled_balanced | clarification_policy | a5a3acd33695eac4f14296a493f7a426a3a2677a5f8a12a85bae233d667d192c | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal file. | clarification_policy scenario for crm_update on file. | null | crm_update | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 78aeb5e09d1b01b0245b0ada0be6a86ed3da2e39b26eb27f19e53d1af660fa20 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0713",
"domain": "procurement",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 478983f665868ae80060db25e65296b521673692f4d1e5682e0c7029b496fd79 | mssense_eval_v1_0713 | mssense_controlled_balanced | lat_audit | 78aeb5e09d1b01b0245b0ada0be6a86ed3da2e39b26eb27f19e53d1af660fa20 | Auditer un LAT file et détecter le problème CONTRADICTION. | lat_audit scenario for procurement on file. | null | procurement | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | c057cb7448f82d152cf37e7fc39fd23e93076d309768e36c5698e147c4eb5233 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0714",
"domain": "support_ticket",
"modality": "audio",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/support_ticket"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.it... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c3da0d89af072ad05745a25f3d356f2499ddf69637763ac0fc0c7f1dc70496bf | mssense_eval_v1_0714 | mssense_controlled_balanced | semantic_judgment | c057cb7448f82d152cf37e7fc39fd23e93076d309768e36c5698e147c4eb5233 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on api. | null | support_ticket | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | cf09f971f3faeeb93420650caedccbf91e3a8540ad1240fd6d6748f6f9090531 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0715",
"domain": "logistics",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main",
"value": "${ctx.missing_value}"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 382e1d2ced607436e597cef61c6f7b4d25c11bb3f1d40c47ad411851b74535c1 | mssense_eval_v1_0715 | mssense_controlled_balanced | lat_audit | cf09f971f3faeeb93420650caedccbf91e3a8540ad1240fd6d6748f6f9090531 | Auditer un LAT database et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for logistics on database. | null | logistics | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 09942d8e8e9c8784fe1604e5891321547362405ac89bea74ad1b7b06724e9ff1 | medium | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0716",
"domain": "compliance",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 50c533e7f10239d545047a6856aac2c6b2da034eb2b88adeb644601b49adb2d5 | mssense_eval_v1_0716 | mssense_controlled_balanced | modification_intent | 09942d8e8e9c8784fe1604e5891321547362405ac89bea74ad1b7b06724e9ff1 | Identifier l’intention de modification contrôlée pour un workflow compliance. | modification_intent scenario for compliance on file. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 7e113d000cfd51ec51f751224e1467a0b8d2c9e0b464bc0f49a374bd915e4b85 | easy | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0717",
"domain": "insurance_claim",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f464388c6cc910f35908004b9478d293cc1aef2166b5fc1c977b0bcec586f3eb | mssense_eval_v1_0717 | mssense_controlled_balanced | lat_audit | 7e113d000cfd51ec51f751224e1467a0b8d2c9e0b464bc0f49a374bd915e4b85 | Auditer un LAT excel et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for insurance_claim on excel. | null | insurance_claim | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | e5c7f585758e930b5e87ecfc153b4673ce60b485a028880a2861699e0f5c0b74 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0718",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_str... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f909182536a077693f31a497435af7233dc57c28b9ec1e0b765762c14e0b3cb3 | mssense_eval_v1_0718 | mssense_controlled_balanced | clarification_policy | e5c7f585758e930b5e87ecfc153b4673ce60b485a028880a2861699e0f5c0b74 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal mixed. | clarification_policy scenario for sales_ops on mixed. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 7c967132fd272bc304e057ae88e47833502099ba487ce2c8e75528fe88b96b69 | easy | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0719",
"domain": "inventory",
"modality": "capture",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9a80fc5f1e8941a2d2716470a7f2af42c91e979c1e2f71b097dcd802e4e8bdd3 | mssense_eval_v1_0719 | mssense_controlled_balanced | business_rule_extraction | 7c967132fd272bc304e057ae88e47833502099ba487ce2c8e75528fe88b96b69 | Extraire les règles métier d’un processus inventory et les rattacher au LAT. | business_rule_extraction scenario for inventory on excel. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0720",
"domain": "finance_invoice",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 62b968299e740f44044a9ee1d618f9906bdec9292beefff22a776aeea879f4be | mssense_eval_v1_0720 | mssense_controlled_balanced | business_rule_extraction | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT. | business_rule_extraction scenario for finance_invoice on desktop. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 6a5ce1717d8ac9f6da05425c5e50947e3c396e058426db2b85f9a7c22238cfa5 | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0721",
"domain": "hr_onboarding",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/hr_onboarding"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e94f64807ed6b5c2da38b57d58fcc8e4f396f4ca163af9c97c5f8571d8b70e5b | mssense_eval_v1_0721 | mssense_controlled_balanced | lat_audit | 6a5ce1717d8ac9f6da05425c5e50947e3c396e058426db2b85f9a7c22238cfa5 | Auditer un LAT web et détecter le problème CONTRADICTION. | lat_audit scenario for hr_onboarding on web. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | def8a0ded3779ef40455a42a2255b620a99c728a41b0287f4a4c9bed678331bc | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0722",
"domain": "crm_update",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/crm_update"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 70452fd20440fa33f6970eab99e99c7ab00c18d817edadaa6e9b0d6ba2b1f93a | mssense_eval_v1_0722 | mssense_controlled_balanced | visual_grounding_governance | def8a0ded3779ef40455a42a2255b620a99c728a41b0287f4a4c9bed678331bc | Valider le LAT avec grounding visuel et politique de gouvernance pour crm_update. | visual_grounding_governance scenario for crm_update on api. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 7732d412cc60b2e196d8ad75640de83e545acac01bd39d68fddd7216c5c6cb53 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0723",
"domain": "procurement",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 04d8f21a0fffc994fd02916a227d433b472be2a51e5719477cf04b0b84dfc72f | mssense_eval_v1_0723 | mssense_controlled_balanced | semantic_judgment | 7732d412cc60b2e196d8ad75640de83e545acac01bd39d68fddd7216c5c6cb53 | Juger si le workflow procurement est complet, cohérent et exécutable. | semantic_judgment scenario for procurement on mixed. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 0fd46efc683816af1846bb7b955b5f3b271ed5a1fba231695a821cfa23420f79 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0724",
"domain": "support_ticket",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1c99c2327c8a9efcf695baead571a0c363c740f1a389f286a3c99891e3ed40a0 | mssense_eval_v1_0724 | mssense_controlled_balanced | workflow_creation | 0fd46efc683816af1846bb7b955b5f3b271ed5a1fba231695a821cfa23420f79 | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for support_ticket on web. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | d2462647f58d1545a97b389c11b0beaca5f60cb953bdd48ea1b66baa7d016825 | medium | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0725",
"domain": "logistics",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validit... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4e30fc57012b063aa96818c96f18630bfca5eab54e5ab08059880aadcb9575b6 | mssense_eval_v1_0725 | mssense_controlled_balanced | clarification_policy | d2462647f58d1545a97b389c11b0beaca5f60cb953bdd48ea1b66baa7d016825 | Déterminer si une clarification est nécessaire pour un workflow logistics en canal web. | clarification_policy scenario for logistics on web. | null | logistics | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 4b5f95afe2447badcfb1e59ff632bcc0b61479fa11d4043a74b8862f742d12ea | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0726",
"domain": "compliance",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0dc086f4dd1623b9e8f39f444b4f9b40e621307f841a0437e85b50309c82bb9c | mssense_eval_v1_0726 | mssense_controlled_balanced | lat_audit | 4b5f95afe2447badcfb1e59ff632bcc0b61479fa11d4043a74b8862f742d12ea | Auditer un LAT database et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for compliance on database. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 0753e45d9b954e19ff1c1ae516ff2711bb528f28e5ada720574cdb0c500c661c | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0727",
"domain": "insurance_claim",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/insurance_claim"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c48c7202cc015d5208fb8b9d2c641cdc1603737ffb35ff1d1c0800fd961c481a | mssense_eval_v1_0727 | mssense_controlled_balanced | workflow_creation | 0753e45d9b954e19ff1c1ae516ff2711bb528f28e5ada720574cdb0c500c661c | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for insurance_claim on web. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 31bf844a32740e89708473272285932951e54ff47e0bd79d92d828d7955c912f | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0728",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | be2415c5893545355b77bb31e294335edbf2293948c4ca8d2362e996e379f287 | mssense_eval_v1_0728 | mssense_controlled_balanced | semantic_judgment | 31bf844a32740e89708473272285932951e54ff47e0bd79d92d828d7955c912f | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on desktop. | null | sales_ops | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
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