_legacy_fields listlengths 1 1 | benchmark_version stringclasses 1
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"
] | 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 | 045de9b818eb33668675147b7eadbfde52364dba1cbf229441ad6952f3ec3bba | 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-1329",
"domain": "inventory",
"modality": "demo",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b4ae31eca5db095d440c77dd21c8487ace551c661fb1b44ad268ea41fffddfa7 | mssense_eval_v1_1329 | mssense_controlled_balanced | business_rule_extraction | 045de9b818eb33668675147b7eadbfde52364dba1cbf229441ad6952f3ec3bba | Extraire les règles métier d’un processus inventory et les rattacher au LAT. | business_rule_extraction scenario for inventory on excel. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 8006bbccce2a314d6aabc6030163d12ae051201675df03b2e31bba0e56c27b93 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1330",
"domain": "finance_invoice",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 935663d318827e99f25e2dbecc679328797298479bdaa8bcb68f90e0c3464f76 | mssense_eval_v1_1330 | mssense_controlled_balanced | lat_audit | 8006bbccce2a314d6aabc6030163d12ae051201675df03b2e31bba0e56c27b93 | Auditer un LAT desktop et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for finance_invoice on desktop. | null | finance_invoice | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | f71fcea083dc2137cdb7518a0ab25f922e44dc1fd85d59eaf72525de4f8fde83 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1331",
"domain": "hr_onboarding",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main",
"value": "${ctx.missing_value}"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d326dfe846800711666202dbcee208416f328237d65b7d09c1e808c2500c6f70 | mssense_eval_v1_1331 | mssense_controlled_balanced | semantic_judgment | f71fcea083dc2137cdb7518a0ab25f922e44dc1fd85d59eaf72525de4f8fde83 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on mail. | null | hr_onboarding | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 4a734e81c7fc5d87d81e520c47530a68b21e7ef6181ba34c1876ff4e7ffd0773 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1332",
"domain": "crm_update",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "QUESTION",
"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_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 87a0906ab8bbeb53bc31c0a1d6b34481f202c04ca348bb6cd552bfbc5215550e | mssense_eval_v1_1332 | mssense_controlled_balanced | clarification_policy | 4a734e81c7fc5d87d81e520c47530a68b21e7ef6181ba34c1876ff4e7ffd0773 | 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 précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 78dee0c5393a477d41afc3ea66822e1fda8caf64bfc219d6bd559393b030fe16 | hard | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1333",
"domain": "procurement",
"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": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 26f8f712c85784b0ff1a3ad111680e477a2aa353be0bae8d2d3e4af4064f5e6e | mssense_eval_v1_1333 | mssense_controlled_balanced | visual_grounding_governance | 78dee0c5393a477d41afc3ea66822e1fda8caf64bfc219d6bd559393b030fe16 | Valider le LAT avec grounding visuel et politique de gouvernance pour procurement. | visual_grounding_governance scenario for procurement on mail. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 38805438d81939b8860bc866c567902f26d1063e90e66e9301731bb1fce008f8 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1334",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/support_ticket"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.it... | 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"
} | 13fdfa2f9341d31c02aab019df608df8e6ac2954ba481fe8fe405a4ee561bf89 | mssense_eval_v1_1334 | mssense_controlled_balanced | semantic_judgment | 38805438d81939b8860bc866c567902f26d1063e90e66e9301731bb1fce008f8 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on api. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 7e4bd8c8c8bd92bfb19251ee3f75c1257e79531a5b67fb9c9fdbd141ae453669 | hard | true | null | [] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1335",
"domain": "logistics",
"modality": "mixed",
"task": "workflow_creation"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/logistics"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5c2715b39157ee367fdbd26625c12b23e7e6d5b7143ed7b6c5ed83fbe183b0b6 | mssense_eval_v1_1335 | mssense_controlled_balanced | workflow_creation | 7e4bd8c8c8bd92bfb19251ee3f75c1257e79531a5b67fb9c9fdbd141ae453669 | Créer un workflow logistics à partir d’une intention utilisateur en modalité api. | workflow_creation scenario for logistics on api. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 20b5b074fc70220052a292b00875c496442e7950b23f67680196e1a4e8c612f7 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1336",
"domain": "compliance",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | 08fdbe6f70774dba4cd1361135c168ce20356388ab166dff0bca51340c516fef | mssense_eval_v1_1336 | mssense_controlled_balanced | semantic_judgment | 20b5b074fc70220052a292b00875c496442e7950b23f67680196e1a4e8c612f7 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on web. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e8e2c34264faf2bddf392d4b3ab721d53356e430b7941fa024ac32c1120b5368 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1337",
"domain": "insurance_claim",
"modality": "audio",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d9788d66f874b6c44fe01feb56dfdabf8eb27e164058468a7ce97046058408a7 | mssense_eval_v1_1337 | mssense_controlled_balanced | workflow_creation | e8e2c34264faf2bddf392d4b3ab721d53356e430b7941fa024ac32c1120b5368 | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for insurance_claim on web. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | b1ab93dad1c2c23cf5daf72e45afdf7ddcec6d4f4e4a257bb3fd04f489ca9c2c | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1338",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/sales_ops"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | 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"
} | 255fbbe0e3277631841868a84dce764044b149c658b98b2302430367928b8012 | mssense_eval_v1_1338 | mssense_controlled_balanced | clarification_policy | b1ab93dad1c2c23cf5daf72e45afdf7ddcec6d4f4e4a257bb3fd04f489ca9c2c | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal api. | clarification_policy scenario for sales_ops on api. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 8247af5ae0a6c74d9c092a3c0fcca218f25cedaae290166d69f885845b01a8b1 | easy | 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-1339",
"domain": "inventory",
"modality": "text",
"task": "lat_audit"
} | [
{
"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",
... | 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"
} | 47bbeae2b0768ac4191042e0d226151f83efac52b2cb41473efc28e7524106a1 | mssense_eval_v1_1339 | mssense_controlled_balanced | lat_audit | 8247af5ae0a6c74d9c092a3c0fcca218f25cedaae290166d69f885845b01a8b1 | Auditer un LAT mixed et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for inventory on mixed. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 9bcca735f62402707edff31abf882fee0f820b294d19aa94059da6c11123b5cb | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1340",
"domain": "finance_invoice",
"modality": "text",
"task": "modification_intent"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 06f16cf0ffc585f65be226eada628f339f4ce9befb8bbe3bde78124f1feec090 | mssense_eval_v1_1340 | mssense_controlled_balanced | modification_intent | 9bcca735f62402707edff31abf882fee0f820b294d19aa94059da6c11123b5cb | Identifier l’intention de modification contrôlée pour un workflow finance_invoice. | modification_intent scenario for finance_invoice on web. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 772b0dea8b32b0d503332e6c7156f9d3cda0a300778c8f36009f3dfe19846979 | hard | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | capture | {
"assertions": {
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"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1341",
"domain": "hr_onboarding",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "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"
} | b2dcf7321a7864bd7b878a38c803c395ccfaa2db25c2a7e73ddf679f7473c598 | mssense_eval_v1_1341 | mssense_controlled_balanced | clarification_policy | 772b0dea8b32b0d503332e6c7156f9d3cda0a300778c8f36009f3dfe19846979 | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal excel. | clarification_policy scenario for hr_onboarding on excel. | null | hr_onboarding | 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": [
"s1",
"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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},
"case_id": "CTRL-1342",
"domain": "crm_update",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
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"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
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"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0490ce0f213dcf60980f55e9ce5d5286ebadd6d4557902211513458dee634797 | mssense_eval_v1_1342 | mssense_controlled_balanced | business_rule_extraction | 11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35 | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on excel. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 744298d4cfea12c8ac1aa80359080a35c5d491e9acffc2518cfd6d13073429e5 | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | mixed | {
"assertions": {
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"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1343",
"domain": "procurement",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | 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"
} | 560fe7b6dd9a7a7fa986b566339c42fbb4b802f420ed11e720ed3447668cf81f | mssense_eval_v1_1343 | mssense_controlled_balanced | lat_audit | 744298d4cfea12c8ac1aa80359080a35c5d491e9acffc2518cfd6d13073429e5 | Auditer un LAT excel et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for procurement on excel. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8b69f02f059a6df5d42fb10f43f5cf10470200ef5e59222fa09d36e601796585 | easy | true | null | [] | UNDERSTOOD | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1344",
"domain": "support_ticket",
"modality": "mixed",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a3d9f677446bae0302fdbf47837bc58373fda0e88c0398249fddd38eb8fd3705 | mssense_eval_v1_1344 | mssense_controlled_balanced | clarification_policy | 8b69f02f059a6df5d42fb10f43f5cf10470200ef5e59222fa09d36e601796585 | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal excel. | clarification_policy scenario for support_ticket on excel. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | fb1f908bb7cb203fec5d197888514bd32378c894dc8fa356170844ba82764087 | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1345",
"domain": "logistics",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | 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"
} | f635bf7914dbc20563559d694def13c0bcd774408963de8e26a5f2a3f8639590 | mssense_eval_v1_1345 | mssense_controlled_balanced | lat_audit | fb1f908bb7cb203fec5d197888514bd32378c894dc8fa356170844ba82764087 | Auditer un LAT mixed et détecter le problème CONTRADICTION. | lat_audit scenario for logistics on mixed. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | 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": [
... | api | a2c31006c77ba9a032cee5b60eab00fd008f3fc37320644e9424bd841e39fd1f | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1346",
"domain": "compliance",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"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": "$.items"... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9defff24be1de920de91a5f3eba92afb637a90d0ffcba087e852a532a8857219 | mssense_eval_v1_1346 | mssense_controlled_balanced | business_rule_extraction | a2c31006c77ba9a032cee5b60eab00fd008f3fc37320644e9424bd841e39fd1f | Extraire les règles métier d’un processus compliance et les rattacher au LAT. | business_rule_extraction scenario for compliance on api. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | ed4b8f19ef778b83d52000d2bf23b0c0fea7dfe4b1cfcde2ac642c7926550382 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1347",
"domain": "insurance_claim",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/insurance_claim"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.i... | real_artefact | {
"expected_decision": "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"
} | 1e220a7635dc73cf8d9d3039fedce772beaf208b94bb0e9fe045a595864766ca | mssense_eval_v1_1347 | mssense_controlled_balanced | clarification_policy | ed4b8f19ef778b83d52000d2bf23b0c0fea7dfe4b1cfcde2ac642c7926550382 | 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 | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 090b8955e665de9deefe082df40142dea85c5d609bc9bfa3035748436e74fcc1 | hard | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1348",
"domain": "sales_ops",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ab7c03b6861f49bcd18f4f064afca8a8fcfd240eb801cd0f14a33f2d0b808e62 | mssense_eval_v1_1348 | mssense_controlled_balanced | clarification_policy | 090b8955e665de9deefe082df40142dea85c5d609bc9bfa3035748436e74fcc1 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal mixed. | clarification_policy scenario for sales_ops on mixed. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1349",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${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"
} | 0f0c5c729ebb3da98daa7d308a242842d3686911c5e6b4892335e0b3bd768ce0 | mssense_eval_v1_1349 | mssense_controlled_balanced | workflow_creation | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | Créer un workflow inventory à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for inventory on file. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 93fccf870f0d1c2876eb470f4b1995b1385e52c33a4a66cb19f31ff301435b5d | 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-1350",
"domain": "finance_invoice",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0022871ffaf91e407e00998f6f19274da09f6f9084f05b06f5734933fcdb7ab1 | mssense_eval_v1_1350 | mssense_controlled_balanced | semantic_judgment | 93fccf870f0d1c2876eb470f4b1995b1385e52c33a4a66cb19f31ff301435b5d | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on web. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 0cd42e1de63df9fac550c57d65b62af3d45592aba3b5ee78b9e5329784ffe002 | medium | true | null | [] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1351",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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_struc... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 549b24e4365f98ad82c1c1fbf265fcda0173466516a47473113829b1a3682858 | mssense_eval_v1_1351 | mssense_controlled_balanced | clarification_policy | 0cd42e1de63df9fac550c57d65b62af3d45592aba3b5ee78b9e5329784ffe002 | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal excel. | clarification_policy scenario for hr_onboarding on excel. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | a94e2d78c1d6a360cd91388ce24f58d88a20f36cc10193609259b232dd8ac500 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1352",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6dfb60f6ca38eb80fdefcc0acb822d21dcb13a65e28118d13f3b07cbde578672 | mssense_eval_v1_1352 | mssense_controlled_balanced | lat_audit | a94e2d78c1d6a360cd91388ce24f58d88a20f36cc10193609259b232dd8ac500 | Auditer un LAT web et détecter le problème AMBIGUITE. | lat_audit scenario for crm_update on web. | null | crm_update | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | cec3636c20199700088e36816bc23f468ab70287c3fe26704d5084ff38e1ea63 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1353",
"domain": "procurement",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "VALID",
"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"
} | 758f42db3d10ab516a6ce39ff91693e37ad6ecb23519940c295d1b6440c0d723 | mssense_eval_v1_1353 | mssense_controlled_balanced | workflow_creation | cec3636c20199700088e36816bc23f468ab70287c3fe26704d5084ff38e1ea63 | Créer un workflow procurement à partir d’une intention utilisateur en modalité mail. | workflow_creation scenario for procurement on mail. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | f1f161de2f3b6dbfd6f203a16f51338d6fec1972b37e4fef94c7289b802bf652 | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1354",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 2ba574f6d9fc74408d4c854a638336ee75d449c3bc4a6d02b535f898dfeffb81 | mssense_eval_v1_1354 | mssense_controlled_balanced | workflow_creation | f1f161de2f3b6dbfd6f203a16f51338d6fec1972b37e4fef94c7289b802bf652 | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for support_ticket on web. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | c4af6db6c5240411fef78cc6018a9719e723daf23c32f77253aae69d18ab0325 | easy | true | null | [
"Valeur saisie utilisateur",
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"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
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"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1355",
"domain": "logistics",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main",
"value": "${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"
} | c4fe00abb99ae4a87e0486f107258ee95ac68301ab65ed9a5a2e55a98a596b05 | mssense_eval_v1_1355 | mssense_controlled_balanced | lat_audit | c4af6db6c5240411fef78cc6018a9719e723daf23c32f77253aae69d18ab0325 | 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 | [] | web | 2b1d140bcd5f1f5e5219a9fc72c3ea1db7dd581e828630461c3e3d45994badf0 | hard | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
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"MISSING_PRECONDITION"
],
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},
"case_id": "CTRL-1356",
"domain": "compliance",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4a25d06a94017a1038d2c317740724b740ccab878aedb829ba63bef214d1c0ec | mssense_eval_v1_1356 | mssense_controlled_balanced | clarification_policy | 2b1d140bcd5f1f5e5219a9fc72c3ea1db7dd581e828630461c3e3d45994badf0 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal web. | clarification_policy scenario for compliance on web. | null | compliance | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 09942d8e8e9c8784fe1604e5891321547362405ac89bea74ad1b7b06724e9ff1 | medium | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
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"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1357",
"domain": "insurance_claim",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${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"
} | eae730b1cfa39c03fa930be5ff9e7bda975000c3353635fb721512006a465977 | mssense_eval_v1_1357 | mssense_controlled_balanced | modification_intent | 09942d8e8e9c8784fe1604e5891321547362405ac89bea74ad1b7b06724e9ff1 | Identifier l’intention de modification contrôlée pour un workflow insurance_claim. | modification_intent scenario for insurance_claim on file. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | fa81c7d095d8e2c5eea0b5a6c91375151aa3081e9a2dd8cfca613e2169df338a | hard | true | null | [] | VALID | [] | demo | {
"assertions": {
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"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1358",
"domain": "sales_ops",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7b6e4cb33e48f36029b64782c7c31523888b107e322b51312a4f3d3f234b9e5d | mssense_eval_v1_1358 | mssense_controlled_balanced | workflow_creation | fa81c7d095d8e2c5eea0b5a6c91375151aa3081e9a2dd8cfca613e2169df338a | Créer un workflow sales_ops à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for sales_ops on excel. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 4d57fdeeecabe866eb638bc556f3202486ed3660d39f172c9206a17f0a435f38 | medium | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1359",
"domain": "inventory",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
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"expected_statuses": [],
"required_checks": [
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"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9cd1fa431e7f162c4829221c3f222fb21a61b7ad869cca6a9ac0963ae8a8786b | mssense_eval_v1_1359 | mssense_controlled_balanced | workflow_creation | 4d57fdeeecabe866eb638bc556f3202486ed3660d39f172c9206a17f0a435f38 | Créer un workflow inventory à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
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"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1360",
"domain": "finance_invoice",
"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": "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"
} | 52653fecc94884bc70b8bb37d8ca1f4485918e0b9b75b6a6a87427f18a67f74e | mssense_eval_v1_1360 | mssense_controlled_balanced | clarification_policy | 9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal desktop. | clarification_policy scenario for finance_invoice on desktop. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 3f9f1f3a5703431520ec25a69be5cf4483e4b1aca902dc09acb058262c827aef | 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-1361",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | abdb6ced79ee8b86f1ed203a4b6a79787212073c2305624f258bea1f273fd1ff | mssense_eval_v1_1361 | mssense_controlled_balanced | workflow_creation | 3f9f1f3a5703431520ec25a69be5cf4483e4b1aca902dc09acb058262c827aef | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for hr_onboarding on web. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 974926a5aa1affcec312f7043f4ebcda680ceb5fdaaf72fdcf46c0c7b1230826 | medium | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1362",
"domain": "crm_update",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "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"
} | 93dcd75f862a1083cecb957e81ef311e64bba40875a41540e6b7abcfafcea8e6 | mssense_eval_v1_1362 | mssense_controlled_balanced | modification_intent | 974926a5aa1affcec312f7043f4ebcda680ceb5fdaaf72fdcf46c0c7b1230826 | Identifier l’intention de modification contrôlée pour un workflow crm_update. | modification_intent scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd | easy | 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-1363",
"domain": "procurement",
"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": "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"
} | df3c4860feec8dae83c99e02ed8b7101f8f6b08f728f51a71bf3a30f796bf613 | mssense_eval_v1_1363 | mssense_controlled_balanced | clarification_policy | 9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd | Déterminer si une clarification est nécessaire pour un workflow procurement en canal desktop. | clarification_policy scenario for procurement on desktop. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | afec24cab13b574bc0a3322e81657aef97008265872fbdbc9e41582d4655827f | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1364",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"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 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"
} | f7fcd1d2fe0c6c1a30f632e03d9cf518d8375dcfb79b9df5d1e56b9efd10f29e | mssense_eval_v1_1364 | mssense_controlled_balanced | semantic_judgment | afec24cab13b574bc0a3322e81657aef97008265872fbdbc9e41582d4655827f | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on mail. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | b0a7fcae4d0ce8fa81123b4b583bb71f87ba021450d2a3514c9e41b17b526ab0 | 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-1365",
"domain": "logistics",
"modality": "demo",
"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"
}
}
] | 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"
} | 386925da121b515a98c791f7b976de9757f804009ded87ce7d0ac76ea5fbe1c5 | mssense_eval_v1_1365 | mssense_controlled_balanced | lat_audit | b0a7fcae4d0ce8fa81123b4b583bb71f87ba021450d2a3514c9e41b17b526ab0 | Auditer un LAT database et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for logistics on database. | null | logistics | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 0cf0be5766df5bfb91d06b7dfd0e390f4f477441d06a6c51f57116a6c1a78390 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1366",
"domain": "compliance",
"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": [
"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"
} | cf9546656d6adb6bfce7efdd88501964374f38b1600dc20fb76c2f13ffb53da5 | mssense_eval_v1_1366 | mssense_controlled_balanced | lat_audit | 0cf0be5766df5bfb91d06b7dfd0e390f4f477441d06a6c51f57116a6c1a78390 | Auditer un LAT excel et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for compliance on excel. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 0b22024820508c3955138967c0dd18d2189b1e7900867533e980e49e600d32e0 | 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-1367",
"domain": "insurance_claim",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 458838ee789d86d02f25865ce6ba89c4f260c8d33ab6bb2a93d54b0452730728 | mssense_eval_v1_1367 | mssense_controlled_balanced | semantic_judgment | 0b22024820508c3955138967c0dd18d2189b1e7900867533e980e49e600d32e0 | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on mixed. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 236e6c5d6f5987a9143811f96f71fcdc20821ff532e908356098d0b2e835bb5c | medium | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1368",
"domain": "sales_ops",
"modality": "audio",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 9443a57b223acf75516651d5389ed58257dc1a214a619e2cfe8bfa1716390da1 | mssense_eval_v1_1368 | mssense_controlled_balanced | business_rule_extraction | 236e6c5d6f5987a9143811f96f71fcdc20821ff532e908356098d0b2e835bb5c | 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 | [] | desktop | d5e01e68d4789a1830312581b7b0796347f65dd34a6f849729dd7938e3fb5e78 | 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-1369",
"domain": "inventory",
"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": "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"
} | 4fec5482ea0b92754da7c3513626626e9630a8ac4d82e052f184acd185b8eb48 | mssense_eval_v1_1369 | mssense_controlled_balanced | lat_audit | d5e01e68d4789a1830312581b7b0796347f65dd34a6f849729dd7938e3fb5e78 | Auditer un LAT desktop et détecter le problème CONTRADICTION. | lat_audit scenario for inventory on desktop. | 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-1370",
"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",
"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"
} | 8beb14b5ef2edc5e349ecf7f29bcf42443e5093282d208a4fdd5ab88d93c86da | mssense_eval_v1_1370 | 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 | [] | web | a96edbacb538f0f70398050f6f0098db74bb6c5a0e35430084a455283fbe847a | 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-1371",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a8929681a7ade0661c534d9e23246e5012b1104e1e48cb62756f7d85381f9ba4 | mssense_eval_v1_1371 | mssense_controlled_balanced | workflow_creation | a96edbacb538f0f70398050f6f0098db74bb6c5a0e35430084a455283fbe847a | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for hr_onboarding on web. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8e67a014af67c718630a9a012304bf6add097b6d2943870ad63eea7bb473f3a5 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1372",
"domain": "crm_update",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6535e0848eebb98b6ad49d5fa4afc7397c5d2ea4a39d5c818972e25af38f17b8 | mssense_eval_v1_1372 | mssense_controlled_balanced | clarification_policy | 8e67a014af67c718630a9a012304bf6add097b6d2943870ad63eea7bb473f3a5 | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal excel. | clarification_policy scenario for crm_update on excel. | null | crm_update | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 6aec69d358c1f9807c08ac4b52ccfc8171fb2a7b6152eb85f0a4f475970155d8 | hard | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1373",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7b958ee092b2ae630726654aebb54d1c1df8f967b21af532048e9362121e36fc | mssense_eval_v1_1373 | mssense_controlled_balanced | lat_audit | 6aec69d358c1f9807c08ac4b52ccfc8171fb2a7b6152eb85f0a4f475970155d8 | Auditer un LAT web et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for procurement on web. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 93c4cfadfb909e4d55e48d15720e004245106692d64a1a03b206f6ad8390caab | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1374",
"domain": "support_ticket",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "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"
} | 07a364becf3bebcea8710f036cb77cf6f7c03a3fd276befbf4a5d11f84bdc3fc | mssense_eval_v1_1374 | mssense_controlled_balanced | lat_audit | 93c4cfadfb909e4d55e48d15720e004245106692d64a1a03b206f6ad8390caab | Auditer un LAT web et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for support_ticket on web. | null | support_ticket | 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 | 11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1375",
"domain": "logistics",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | de11a68e23afa68b5ee105c0b954666e93b2c658620e4d1708c5dd1e49acaa11 | mssense_eval_v1_1375 | mssense_controlled_balanced | business_rule_extraction | 11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on excel. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 9422064de6e28896d27b055deb1134fd4802a4b6709cc5dee37f9f908d819d74 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1376",
"domain": "compliance",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
},
"selector": "le bon bouton"
}
] | meta_tagged | {
"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"
} | 3c22c281efb3100e90a2a2ae584b272ea6e8a145b44caec4bed39410ef7180bd | mssense_eval_v1_1376 | mssense_controlled_balanced | lat_audit | 9422064de6e28896d27b055deb1134fd4802a4b6709cc5dee37f9f908d819d74 | Auditer un LAT mail et détecter le problème AMBIGUITE. | lat_audit scenario for compliance on mail. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 9cbe14d81dbaf410a13082824be7ea582573c63303bd4185a44d875cc1b8e215 | 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-1377",
"domain": "insurance_claim",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1b5857b77df573d27bb946ac916e148f2059f9cdea0c15c19b2fd42247fc0015 | mssense_eval_v1_1377 | mssense_controlled_balanced | visual_grounding_governance | 9cbe14d81dbaf410a13082824be7ea582573c63303bd4185a44d875cc1b8e215 | Valider le LAT avec grounding visuel et politique de gouvernance pour insurance_claim. | visual_grounding_governance scenario for insurance_claim on mixed. | null | insurance_claim | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 1cd6e5816dd4fc1ee5309059e47cac9b51793c3c0b86cc59a01821d008fbd465 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1378",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9f5616f72a7f6e7594f98ef88e1cd4c3e5307b346467fd7f2aabf52f3c7f8d77 | mssense_eval_v1_1378 | mssense_controlled_balanced | lat_audit | 1cd6e5816dd4fc1ee5309059e47cac9b51793c3c0b86cc59a01821d008fbd465 | Auditer un LAT desktop et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for sales_ops on desktop. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | c8050ed6c768e4fb073675e5d88e8b55befa2623260e0046e0fe497b99f1e3aa | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1379",
"domain": "inventory",
"modality": "capture",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "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"
} | 10966ed65325ee87d77f2c7c36f61e069e88b341606506b6d95401514858890f | mssense_eval_v1_1379 | mssense_controlled_balanced | business_rule_extraction | c8050ed6c768e4fb073675e5d88e8b55befa2623260e0046e0fe497b99f1e3aa | Extraire les règles métier d’un processus inventory et les rattacher au LAT. | business_rule_extraction scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | de61a5917d522f5bf9252b0852a5c2da9f75a5c63156944253a16a0d604d61ba | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1380",
"domain": "finance_invoice",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/finance_invoice"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.i... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 43838b434c52ba0b623bb55145fb87753edc7f29d12556c9026dfad1d3dac246 | mssense_eval_v1_1380 | mssense_controlled_balanced | semantic_judgment | de61a5917d522f5bf9252b0852a5c2da9f75a5c63156944253a16a0d604d61ba | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on api. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 29541e9258ca531f186af5b5b63ba54a8a4715cd2c128371fa7e5e4168fc6e78 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1381",
"domain": "hr_onboarding",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | 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"
} | 79910a92d65203e39526deec35846fea8f54155e9598f69d5997e73985d4a7b3 | mssense_eval_v1_1381 | mssense_controlled_balanced | lat_audit | 29541e9258ca531f186af5b5b63ba54a8a4715cd2c128371fa7e5e4168fc6e78 | Auditer un LAT mixed et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for hr_onboarding on mixed. | null | hr_onboarding | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | bad5d64ea4ab7951395d09fded05aae6f4628d9b91916b5f0f9f9e05640d6783 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1382",
"domain": "crm_update",
"modality": "demo",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 82de5bb6aad4706dfd16ca53700613a344724b300f00917657ab41a5101a16a4 | mssense_eval_v1_1382 | mssense_controlled_balanced | lat_audit | bad5d64ea4ab7951395d09fded05aae6f4628d9b91916b5f0f9f9e05640d6783 | Auditer un LAT web et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for crm_update on web. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 74df55b4d0c9611a7917dc93abf7c452330666e755d829ca55da4692e84f1f03 | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1383",
"domain": "procurement",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1b96ed1fae90d9052cd1f46f3d50c2a7a64162d97de4ce60e79e1f511ee88dbc | mssense_eval_v1_1383 | mssense_controlled_balanced | semantic_judgment | 74df55b4d0c9611a7917dc93abf7c452330666e755d829ca55da4692e84f1f03 | Juger si le workflow procurement est complet, cohérent et exécutable. | semantic_judgment scenario for procurement on desktop. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | mail | 99b448b31db41ba421984c7960ea859628df3378f95f0fd998bceaa0df9b5bb5 | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1384",
"domain": "support_ticket",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "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"
} | b3aa4a2aae16cf22912e80e42522b11ef303732e342f66337b9f51c265a04b6a | mssense_eval_v1_1384 | mssense_controlled_balanced | business_rule_extraction | 99b448b31db41ba421984c7960ea859628df3378f95f0fd998bceaa0df9b5bb5 | Extraire les règles métier d’un processus support_ticket et les rattacher au LAT. | business_rule_extraction scenario for support_ticket on mail. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 25fee4103871f8fbf6a7a5d37fdd167332a27241ed602300a2b8d99e8d87764a | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1385",
"domain": "logistics",
"modality": "text",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_releva... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 410ee60fcc4098ff85d33835bfee0d667fe88184385f0070c2738b93dbdff024 | mssense_eval_v1_1385 | mssense_controlled_balanced | clarification_policy | 25fee4103871f8fbf6a7a5d37fdd167332a27241ed602300a2b8d99e8d87764a | Déterminer si une clarification est nécessaire pour un workflow logistics en canal web. | clarification_policy scenario for logistics on web. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | a8a86d54e28e029d2600528ee606320aae4dc09bcbf7cbee501cc70bfcd16ce5 | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1386",
"domain": "compliance",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | fa843ae4b435a85c8d061052ebd207f93257ef6af8e0a5b4170f90e40541aa49 | mssense_eval_v1_1386 | mssense_controlled_balanced | lat_audit | a8a86d54e28e029d2600528ee606320aae4dc09bcbf7cbee501cc70bfcd16ce5 | Auditer un LAT desktop et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for compliance on desktop. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 8088bb663c501dce3050b45af7c17e4bcb3feee3db4f5fcee9a2db006a471aef | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1387",
"domain": "insurance_claim",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "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"
} | 8b46eba059e1230925553bb804ca9bf5d0a2a438bc2785d58372b4c3c5b8eb94 | mssense_eval_v1_1387 | mssense_controlled_balanced | modification_intent | 8088bb663c501dce3050b45af7c17e4bcb3feee3db4f5fcee9a2db006a471aef | Identifier l’intention de modification contrôlée pour un workflow insurance_claim. | modification_intent scenario for insurance_claim on mail. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | bef19bdcebbc346fd99d99f19f019d9c1a7859b4bfa88ac8b913f14397cfdc79 | medium | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1388",
"domain": "sales_ops",
"modality": "text",
"task": "modification_intent"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d25ac778aae0109732f63a5c532750448c15faccb19dc687a89eb2b722a3e348 | mssense_eval_v1_1388 | mssense_controlled_balanced | modification_intent | bef19bdcebbc346fd99d99f19f019d9c1a7859b4bfa88ac8b913f14397cfdc79 | Identifier l’intention de modification contrôlée pour un workflow sales_ops. | modification_intent scenario for sales_ops on web. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | c9fe0f628a35b68fb1b82f48a6644fa5af505c9c8bf0fa37aa980e3fb5d903a9 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1389",
"domain": "inventory",
"modality": "mixed",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | bc4ac0110285638e4e3b9023c690ff14c72a35e824bbfc7bf5d272cbfd457342 | mssense_eval_v1_1389 | mssense_controlled_balanced | semantic_judgment | c9fe0f628a35b68fb1b82f48a6644fa5af505c9c8bf0fa37aa980e3fb5d903a9 | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on mixed. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 4569fe704b5760679658f902db71db9612a27d49a6e8946a6d2a8c3141b0aa2b | 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-1390",
"domain": "finance_invoice",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_str... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | eca042959939db0ddd663461392d4545d3e735093f89e9d2a20ab50620baad1b | mssense_eval_v1_1390 | mssense_controlled_balanced | clarification_policy | 4569fe704b5760679658f902db71db9612a27d49a6e8946a6d2a8c3141b0aa2b | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal mail. | clarification_policy scenario for finance_invoice on mail. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | f55fc2c5409d01de43b383876ff01451673c747d155c2681cf5806738286660f | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1391",
"domain": "hr_onboarding",
"modality": "audio",
"task": "visual_grounding_governance"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/hr_onboarding"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.ite... | 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"
} | 2edff60f1d0fd0dec382e786c07a96ffcebed12ad47d0ff423c2cc172bd60ed9 | mssense_eval_v1_1391 | mssense_controlled_balanced | visual_grounding_governance | f55fc2c5409d01de43b383876ff01451673c747d155c2681cf5806738286660f | Valider le LAT avec grounding visuel et politique de gouvernance pour hr_onboarding. | visual_grounding_governance scenario for hr_onboarding on api. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 3724fd53bb9fca6df5f7cf26ae4e5e30f0afff11d0905c8f8e87335a740666d2 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1392",
"domain": "crm_update",
"modality": "text",
"task": "modification_intent"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 94dcef4415841c16fe60c4c5c2a214cf09ce363f17894ce833c7972b1320b698 | mssense_eval_v1_1392 | mssense_controlled_balanced | modification_intent | 3724fd53bb9fca6df5f7cf26ae4e5e30f0afff11d0905c8f8e87335a740666d2 | Identifier l’intention de modification contrôlée pour un workflow crm_update. | modification_intent scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 48a786ae22dbddeb90744def7c311450319ed9b150d593744f3bd43865d1f5e6 | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1393",
"domain": "procurement",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "QUESTION",
"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_releva... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a9502f57d0c639497416a57ee3cf0a4f413464dbf5c22a24b92183d1e25b0a89 | mssense_eval_v1_1393 | mssense_controlled_balanced | clarification_policy | 48a786ae22dbddeb90744def7c311450319ed9b150d593744f3bd43865d1f5e6 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal file. | clarification_policy 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 | [] | excel | f141e8f19f1530a3131bf497b23ceb700707982b95d07e6a9152f0664a27e224 | 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-1394",
"domain": "support_ticket",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | efd4c0192f4d1f4132a89699a66ced497d881fe2086be47cc977c6d1690ddf3b | mssense_eval_v1_1394 | mssense_controlled_balanced | visual_grounding_governance | f141e8f19f1530a3131bf497b23ceb700707982b95d07e6a9152f0664a27e224 | Valider le LAT avec grounding visuel et politique de gouvernance pour support_ticket. | visual_grounding_governance scenario for support_ticket on excel. | null | support_ticket | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 85547c52a13f9d06bd63546346840e893bd686543c44731120e28337aa53d929 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1395",
"domain": "logistics",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d2ca6460ca541bb3b27eb4a4ecc783b573a033c38f1dedbe77486578a1dac7e8 | mssense_eval_v1_1395 | mssense_controlled_balanced | visual_grounding_governance | 85547c52a13f9d06bd63546346840e893bd686543c44731120e28337aa53d929 | Valider le LAT avec grounding visuel et politique de gouvernance pour logistics. | visual_grounding_governance scenario for logistics on excel. | null | logistics | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 8f02bf4b207f3133a58aafee47006da51353cddc25540ae0b6af1fd7755f5bc4 | medium | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1396",
"domain": "compliance",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${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"
} | 1a42f542e40b228cdd11dab90df054be1b83df4dca60f654e445c5108eedf73a | mssense_eval_v1_1396 | mssense_controlled_balanced | workflow_creation | 8f02bf4b207f3133a58aafee47006da51353cddc25540ae0b6af1fd7755f5bc4 | 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 | [] | web | 59fd172cecab8ff006f1829ba391320a278214e0dba63e9de02df84770358b41 | medium | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1397",
"domain": "insurance_claim",
"modality": "demo",
"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"
} | d68d70753c8a507f900897bc6e9f1daac3c69af4e2f3c2c822cfcb8702170642 | mssense_eval_v1_1397 | mssense_controlled_balanced | clarification_policy | 59fd172cecab8ff006f1829ba391320a278214e0dba63e9de02df84770358b41 | 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 | [] | database | d57a3c1266719ac544f0416f28a11eac85fc715a5bd90fdd74c4b9ccf18adb97 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1398",
"domain": "sales_ops",
"modality": "audio",
"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"
}
}
] | meta_tagged | {
"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"
} | e401828459c9f02ed70a2f5cd118d5bed97e92e872b3f29e2d749f33e865f02d | mssense_eval_v1_1398 | mssense_controlled_balanced | semantic_judgment | d57a3c1266719ac544f0416f28a11eac85fc715a5bd90fdd74c4b9ccf18adb97 | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on database. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 57b0a43bd8a8d60c5ee49deeb82516a88c15b2140f70bfd07d7dbf6bc8f586eb | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1399",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"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": "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"
} | 37744ff7d4528357565cfbf522b2189475cd306c7f9603eee851286d2af57121 | mssense_eval_v1_1399 | mssense_controlled_balanced | workflow_creation | 57b0a43bd8a8d60c5ee49deeb82516a88c15b2140f70bfd07d7dbf6bc8f586eb | Créer un workflow inventory à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 3557aecb3c26e218709498fac99313ee9d3c14dcb9a5730976cc226dfc6ed9d6 | hard | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1400",
"domain": "finance_invoice",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance"... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 00200e3ea807cc5aa799192cabb2d7cea4373fa602ddfe3992fbfd63ac4c5016 | mssense_eval_v1_1400 | mssense_controlled_balanced | clarification_policy | 3557aecb3c26e218709498fac99313ee9d3c14dcb9a5730976cc226dfc6ed9d6 | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal web. | clarification_policy scenario for finance_invoice on web. | null | finance_invoice | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | file | 8e6f57aad6e478503f96a8d4622567c5330244f310434d538835727dbf77098b | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1401",
"domain": "hr_onboarding",
"modality": "mixed",
"task": "business_rule_extraction"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${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"
} | 6acf951d0321297843425c8f5b4441255263b49047c367459f5ebaf550d9417b | mssense_eval_v1_1401 | mssense_controlled_balanced | business_rule_extraction | 8e6f57aad6e478503f96a8d4622567c5330244f310434d538835727dbf77098b | 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 | 0504a41828262fcb2afbe3dd612c705623529c9f1a4aa8921b914817c0992a28 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1402",
"domain": "crm_update",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_s... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0f96fc6164582b6244942e1d2a08acfc23e551729a426e823a489ee2f3b9b970 | mssense_eval_v1_1402 | mssense_controlled_balanced | clarification_policy | 0504a41828262fcb2afbe3dd612c705623529c9f1a4aa8921b914817c0992a28 | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal web. | clarification_policy scenario for crm_update on web. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 4737b9377ef5af852f6d7dd56c31adc37bf5e69382f6141cce8e2c0c0ebfbdf7 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1403",
"domain": "procurement",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a1b4ac663cfe74b40d4169126a0bee99652dcbaca8e3b282db3a88c6996ca5af | mssense_eval_v1_1403 | mssense_controlled_balanced | semantic_judgment | 4737b9377ef5af852f6d7dd56c31adc37bf5e69382f6141cce8e2c0c0ebfbdf7 | Juger si le workflow procurement est complet, cohérent et exécutable. | semantic_judgment scenario for procurement on excel. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | bcc12f27f6b824b2ba32f3c6348f8115bf3abbf5a0f6faf800181ca3540a80ed | medium | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1404",
"domain": "support_ticket",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 98f599016381e24c0808a33e2f6bdffdae420c8157671c96640e3453c0b36674 | mssense_eval_v1_1404 | mssense_controlled_balanced | workflow_creation | bcc12f27f6b824b2ba32f3c6348f8115bf3abbf5a0f6faf800181ca3540a80ed | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for support_ticket on excel. | 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.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | api | f19f01b241b5e6e4d377a03a7360d9deeef34bf773a294dab7f5b2ee2193cad4 | easy | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1405",
"domain": "logistics",
"modality": "demo",
"task": "business_rule_extraction"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/logistics"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 62cf52bbfa26ba8f7cef92de8e3c2c479f98190e3f614abbfc63da31ede7950c | mssense_eval_v1_1405 | mssense_controlled_balanced | business_rule_extraction | f19f01b241b5e6e4d377a03a7360d9deeef34bf773a294dab7f5b2ee2193cad4 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on api. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | a5d7924229eb942b01a9d0dd159f59261dc5dd8e9e0ecda7a65625325cf71ffa | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1406",
"domain": "compliance",
"modality": "capture",
"task": "visual_grounding_governance"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"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"
} | de95c69807dc652ad5b17e39aab586e70b6e41715269dc57977ff329d9f46716 | mssense_eval_v1_1406 | mssense_controlled_balanced | visual_grounding_governance | a5d7924229eb942b01a9d0dd159f59261dc5dd8e9e0ecda7a65625325cf71ffa | Valider le LAT avec grounding visuel et politique de gouvernance pour compliance. | visual_grounding_governance scenario for compliance on file. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | ad943b225ac660dace0c4945a4fa426855e218365f7d5077d5cd93ff3b1366ba | easy | true | null | [] | UNDERSTOOD | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1407",
"domain": "insurance_claim",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0e218b6b0aef4fe29f303f0b5ce2038c5060a247244cd39d60ec4852d496412e | mssense_eval_v1_1407 | mssense_controlled_balanced | clarification_policy | ad943b225ac660dace0c4945a4fa426855e218365f7d5077d5cd93ff3b1366ba | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal mail. | clarification_policy scenario for insurance_claim on mail. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1408",
"domain": "sales_ops",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${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"
} | 62293be4ae40e8161ac9872dc1018d6ef7fbd6ac4b2c8f5b94ad8eb833e314f1 | mssense_eval_v1_1408 | mssense_controlled_balanced | business_rule_extraction | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on desktop. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | c6d8decb42942e158e17caf191fe6b69d07d4f6087ec7d1dd3ea67ae26659b07 | 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-1409",
"domain": "inventory",
"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"
}
},
{
"action": "IfCondition",
... | 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"
} | 3c80ed009bee608608f1212761508979f602ba1b4ede23e0808e50b865cab976 | mssense_eval_v1_1409 | mssense_controlled_balanced | semantic_judgment | c6d8decb42942e158e17caf191fe6b69d07d4f6087ec7d1dd3ea67ae26659b07 | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on database. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | 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": [
... | api | cbb00bedf0b0ae767708cdbb7a287a50752b735f7cfc898110465883ab7437de | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1410",
"domain": "finance_invoice",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/finance_invoice"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.i... | 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"
} | b580f600597bcb00f7ebd75d7835c82b7965dbefd4742f47a214d22e9b5fb5b8 | mssense_eval_v1_1410 | mssense_controlled_balanced | business_rule_extraction | cbb00bedf0b0ae767708cdbb7a287a50752b735f7cfc898110465883ab7437de | Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT. | business_rule_extraction scenario for finance_invoice on api. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 66ff39996dc9c91bd9d7581bfbdea983184fa1d69ea3d34acf2202683b8c8a50 | 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-1411",
"domain": "hr_onboarding",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"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"
} | ea2c746204f117d70474ee643d21e0a65fd66360dadf5a88b7d626bedf9a6552 | mssense_eval_v1_1411 | mssense_controlled_balanced | semantic_judgment | 66ff39996dc9c91bd9d7581bfbdea983184fa1d69ea3d34acf2202683b8c8a50 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment 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 | [] | database | 07f4d1f14dc15a4bfa1e6a4df2a7ad00caa637d914d50d31830d52ddee1f9c1c | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1412",
"domain": "crm_update",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"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": [
"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"
} | 47e8ade226585f9f223baf92571a2732ccb2babbf60af4743ccc5f17d9d595a6 | mssense_eval_v1_1412 | mssense_controlled_balanced | visual_grounding_governance | 07f4d1f14dc15a4bfa1e6a4df2a7ad00caa637d914d50d31830d52ddee1f9c1c | Valider le LAT avec grounding visuel et politique de gouvernance pour crm_update. | visual_grounding_governance scenario for crm_update on database. | null | crm_update | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 29541e9258ca531f186af5b5b63ba54a8a4715cd2c128371fa7e5e4168fc6e78 | 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-1413",
"domain": "procurement",
"modality": "text",
"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... | 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"
} | e6b99ec8763227e8f663416fec1ff16588a049e2005cb5dd5ec3c8866d6de045 | mssense_eval_v1_1413 | mssense_controlled_balanced | lat_audit | 29541e9258ca531f186af5b5b63ba54a8a4715cd2c128371fa7e5e4168fc6e78 | Auditer un LAT mixed et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for procurement on mixed. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 1861dccb448e254aac64cff3faa0dc081f2cc0418f5cd32feb06011439c78249 | 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-1414",
"domain": "support_ticket",
"modality": "text",
"task": "lat_audit"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4d515503a8b96afb0c84d113eadacd8059cc6a7dad25c16c752e1c112255e812 | mssense_eval_v1_1414 | mssense_controlled_balanced | lat_audit | 1861dccb448e254aac64cff3faa0dc081f2cc0418f5cd32feb06011439c78249 | Auditer un LAT web et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for support_ticket on web. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | b46aa3427ef8253270b3a5b9e0e9c062903f3249bf57512c8d52f7009abfbbe6 | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1415",
"domain": "logistics",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/logistics"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | 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"
} | 0bf29775c57f7914341848ca31df98aab8f9265dc0b5a62d0aeb94d2c51c62b4 | mssense_eval_v1_1415 | mssense_controlled_balanced | visual_grounding_governance | b46aa3427ef8253270b3a5b9e0e9c062903f3249bf57512c8d52f7009abfbbe6 | Valider le LAT avec grounding visuel et politique de gouvernance pour logistics. | visual_grounding_governance scenario for logistics on api. | null | logistics | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 799be764c4d803ed77469a70f1fe8cff477654f960a5637f545c8b2c9dac73da | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1416",
"domain": "compliance",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b91a86ee72a1ec39522236fbd6a9513b31d99a806553e0c2ca11d3c54ef517ea | mssense_eval_v1_1416 | mssense_controlled_balanced | semantic_judgment | 799be764c4d803ed77469a70f1fe8cff477654f960a5637f545c8b2c9dac73da | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on mixed. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 2d94b7a8c408b47f373e06037fe131959b3a7b15be638f5ef6684eedc1bfc98b | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1417",
"domain": "insurance_claim",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/insurance_claim"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${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"
} | 76e1b95542e496dc2001072d5e0197e61a8a28862d2a492c5014da6bea88fe79 | mssense_eval_v1_1417 | mssense_controlled_balanced | business_rule_extraction | 2d94b7a8c408b47f373e06037fe131959b3a7b15be638f5ef6684eedc1bfc98b | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on web. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | aa524ed8a31d1c77244ae6d52f1a2ca602a92260219139f524794b3b51dc7744 | hard | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1418",
"domain": "sales_ops",
"modality": "mixed",
"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": [
"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"
} | 9a219c34b74c65fb0b7166e8c25bd535336e8ac43e792008176656f38f79e8e7 | mssense_eval_v1_1418 | mssense_controlled_balanced | clarification_policy | aa524ed8a31d1c77244ae6d52f1a2ca602a92260219139f524794b3b51dc7744 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal desktop. | clarification_policy scenario for sales_ops on desktop. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | c4af6db6c5240411fef78cc6018a9719e723daf23c32f77253aae69d18ab0325 | easy | 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-1419",
"domain": "inventory",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main",
"value": "${ctx.missing_value}"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1f86df837dd22fa4d781c627668ae3940f26b69128951e195c151c6df7e002c2 | mssense_eval_v1_1419 | mssense_controlled_balanced | lat_audit | c4af6db6c5240411fef78cc6018a9719e723daf23c32f77253aae69d18ab0325 | Auditer un LAT database et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for inventory on database. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | cebc21b0569835c41e9708986af36b8ad809a7758dcc506d9223c34f9e96d645 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1420",
"domain": "finance_invoice",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle 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"
} | 8e601ba757be53c2d2a53dbf848fe52152932df8dc2fbc59dbacda0cd6805fc8 | mssense_eval_v1_1420 | mssense_controlled_balanced | lat_audit | cebc21b0569835c41e9708986af36b8ad809a7758dcc506d9223c34f9e96d645 | Auditer un LAT mail et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for finance_invoice on mail. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 1902dc7bc67a2719c438bacdbbbd767e5656c8b1813f5a5a154b430deff722f0 | 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-1421",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ff8493fd7b341d632f3b731c00597b52844c9104a3e4add6a15690c144d59eb5 | mssense_eval_v1_1421 | mssense_controlled_balanced | lat_audit | 1902dc7bc67a2719c438bacdbbbd767e5656c8b1813f5a5a154b430deff722f0 | Auditer un LAT web et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for hr_onboarding on web. | null | hr_onboarding | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | b70da32a5a02612457e690d3639f148c55cb3b95512eeb3dce11f5b57df4e87e | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1422",
"domain": "crm_update",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 10268d8d9b1038e421cf326da75d6ba3d95816395a5a0f9e970b2501e394dc3d | mssense_eval_v1_1422 | mssense_controlled_balanced | workflow_creation | b70da32a5a02612457e690d3639f148c55cb3b95512eeb3dce11f5b57df4e87e | Créer un workflow crm_update à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for crm_update on desktop. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 4900b48ce31d53f7e6970428731a5840659db6c6e8f1689d473f51f8d3b8fc36 | hard | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1423",
"domain": "procurement",
"modality": "audio",
"task": "visual_grounding_governance"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | 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"
} | 018381b4dd771d8d0cc80560187c82f0f662edd8204d6ae8f9e3a3c1b1ed4346 | mssense_eval_v1_1423 | mssense_controlled_balanced | visual_grounding_governance | 4900b48ce31d53f7e6970428731a5840659db6c6e8f1689d473f51f8d3b8fc36 | Valider le LAT avec grounding visuel et politique de gouvernance pour procurement. | visual_grounding_governance scenario for procurement on file. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1424",
"domain": "support_ticket",
"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"
} | 3c1b8add5d88bb5687934ea2cdee9d05c77ae9a666df198d4a5648d0c1ecacd8 | mssense_eval_v1_1424 | mssense_controlled_balanced | clarification_policy | 94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136 | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal mixed. | clarification_policy scenario for support_ticket on mixed. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 21c12e77dc8bab4b259ac5206846218e5853c109354104b8cd01c66d8332cf64 | 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-1425",
"domain": "logistics",
"modality": "text",
"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"
}
},
{
"action": "IfCondition",
... | 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"
} | 5f9bc7484c7d4fe261137d11855a929ef214788f15734d8cac674db658cdc1f1 | mssense_eval_v1_1425 | mssense_controlled_balanced | lat_audit | 21c12e77dc8bab4b259ac5206846218e5853c109354104b8cd01c66d8332cf64 | Auditer un LAT database et détecter le problème CONTRADICTION. | lat_audit scenario for logistics on database. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | 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": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1426",
"domain": "compliance",
"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"
} | 95893b0738644b6e8870b4a2592899d66a9c055d8e81fb63c4860f7f1a5b88fa | mssense_eval_v1_1426 | mssense_controlled_balanced | business_rule_extraction | 220e943a8d5a0a4f004bb8876062882344cfb60e52e00fa3be0a5b5ddb282667 | Extraire les règles métier d’un processus compliance et les rattacher au LAT. | business_rule_extraction scenario for compliance on excel. | null | compliance | 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 | ae2adb2abea00b07b0907412cfa8b96d155fc1e3cfcd58ba69d3ce216ecce87c | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1427",
"domain": "insurance_claim",
"modality": "audio",
"task": "business_rule_extraction"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 71e324beaa1bb0e13293ebed5b78c976ea3eb0947543af02deee719c5e56bbd4 | mssense_eval_v1_1427 | mssense_controlled_balanced | business_rule_extraction | ae2adb2abea00b07b0907412cfa8b96d155fc1e3cfcd58ba69d3ce216ecce87c | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on web. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | a4fcd2870a76874a18c1b565790f2538e70cc2b6d11984af299adcbe5bc52a58 | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1428",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"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"
} | 546e90c31de56f46583a94a55e1b6203072a92a79d3c01790a8d5f9f455d2df9 | mssense_eval_v1_1428 | mssense_controlled_balanced | lat_audit | a4fcd2870a76874a18c1b565790f2538e70cc2b6d11984af299adcbe5bc52a58 | Auditer un LAT mixed et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for sales_ops on mixed. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
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