_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 | [] | database | 58ee65221c25525ab347727dfefed7c2fb4ca8d539ed989e070d335884b285b6 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0529",
"domain": "inventory",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
},
{
"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"
} | 631a85660d5fef0314ebfca97af0b7c8a67bfc0f01cf8509ff4520a70818c96f | mssense_eval_v1_0529 | mssense_controlled_balanced | lat_audit | 58ee65221c25525ab347727dfefed7c2fb4ca8d539ed989e070d335884b285b6 | Auditer un LAT database et détecter le problème CONTRADICTION. | lat_audit 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 | 7536d125d4a5eff61bfeb97e855ec25c1d8472ba3491b48628661b35184ce434 | easy | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0530",
"domain": "finance_invoice",
"modality": "capture",
"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": "$.i... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b36ab557132c8ba37e40fbcb72a5c3bdadfa83454b9eba8a6a1e828f17f6bd6f | mssense_eval_v1_0530 | mssense_controlled_balanced | business_rule_extraction | 7536d125d4a5eff61bfeb97e855ec25c1d8472ba3491b48628661b35184ce434 | Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT. | business_rule_extraction scenario for finance_invoice on api. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 45cb6776757f99020a13f6ea144617ffa0a4d140299cfb4832b585777dec8218 | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0531",
"domain": "hr_onboarding",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "${ctx.missing_value}"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"channel": "W... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7d2bb8a23880f6edb9bc2caad596f78eae4cb2c72704e46d1a0e12d8f2bffa5b | mssense_eval_v1_0531 | mssense_controlled_balanced | visual_grounding_governance | 45cb6776757f99020a13f6ea144617ffa0a4d140299cfb4832b585777dec8218 | Valider le LAT avec grounding visuel et politique de gouvernance pour hr_onboarding. | visual_grounding_governance scenario for hr_onboarding on web. | null | hr_onboarding | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0532",
"domain": "crm_update",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | efd796ee108565501ca01c0209761801bffec4f9f8e156925d4e929f2ff9efad | mssense_eval_v1_0532 | mssense_controlled_balanced | business_rule_extraction | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on desktop. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 0af9c325c5b94aeb11f0bd80995628a3c333cc3474a6f61d89d684a200aae6e3 | hard | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0533",
"domain": "procurement",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "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"
} | 94c627e80a3848d1a884551ad3e5b9b31b15cb873bca7ca794dec73465cf27aa | mssense_eval_v1_0533 | mssense_controlled_balanced | clarification_policy | 0af9c325c5b94aeb11f0bd80995628a3c333cc3474a6f61d89d684a200aae6e3 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal excel. | clarification_policy scenario for procurement on excel. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 179d0016bbb50a2e23e5744ed85f56b7478a87f7cc478f735eb85de6ae688e19 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0534",
"domain": "support_ticket",
"modality": "mixed",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 411939b4ed3b54dcdf497f0418d760bdcd74af2bed84b71f5761a1124f1ecd07 | mssense_eval_v1_0534 | mssense_controlled_balanced | semantic_judgment | 179d0016bbb50a2e23e5744ed85f56b7478a87f7cc478f735eb85de6ae688e19 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on file. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0535",
"domain": "logistics",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | fa681b0401b12eca03ff88cd1ac5ed5df29a38a683de5724416c5db3a7b58a0d | mssense_eval_v1_0535 | mssense_controlled_balanced | clarification_policy | 94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136 | Déterminer si une clarification est nécessaire pour un workflow logistics en canal mixed. | clarification_policy scenario for logistics on mixed. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | e47ba8e26c4a9918adc7ab792ff0aa00fc1f94cba5693f5ebe6d243a3ccffe0e | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0536",
"domain": "compliance",
"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"
},
"selector": "le bon bouton"
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9dc2e3926aaec0ff4f055f193a6274dc0efdc43776245dc7e670ac7b9a216542 | mssense_eval_v1_0536 | mssense_controlled_balanced | lat_audit | e47ba8e26c4a9918adc7ab792ff0aa00fc1f94cba5693f5ebe6d243a3ccffe0e | Auditer un LAT database et détecter le problème AMBIGUITE. | lat_audit scenario for compliance on database. | 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 | 17be7875ec4658b6b65c9be0ab51d03cc3c52830d5d9079d3c0da4675aa7e84a | 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-0537",
"domain": "insurance_claim",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 86191b994cc0da378135a5d99204e03e20679cfff77c5ec6fbdabbd123a9f045 | mssense_eval_v1_0537 | mssense_controlled_balanced | visual_grounding_governance | 17be7875ec4658b6b65c9be0ab51d03cc3c52830d5d9079d3c0da4675aa7e84a | Valider le LAT avec grounding visuel et politique de gouvernance pour insurance_claim. | visual_grounding_governance scenario for insurance_claim on web. | null | insurance_claim | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | ab8233044accece4f31c9f8084a4ab469f0ed4dbc299c270443cfa96deff1af8 | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0538",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle 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"
} | aec3ab3cdd6ef2c500ea734e236f8c7b70a602ff5106a4e8377fdd7ca26be65b | mssense_eval_v1_0538 | mssense_controlled_balanced | semantic_judgment | ab8233044accece4f31c9f8084a4ab469f0ed4dbc299c270443cfa96deff1af8 | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on mail. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | 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-0539",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 02f350f453ab829f301ae5c26a633aef86317dc7b37bbde8cfec511d496ba2d3 | mssense_eval_v1_0539 | mssense_controlled_balanced | workflow_creation | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | Créer un workflow inventory à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for inventory on excel. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | e47e4f1c9724c42eb9e200c022f691d91846d459c163761639bed1f2d44c5b8e | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0540",
"domain": "finance_invoice",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | 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"
} | caaa28f6dd34c08989a6128be8e3e43fec468dec2e016a7c1ab412ef4df52883 | mssense_eval_v1_0540 | mssense_controlled_balanced | workflow_creation | e47e4f1c9724c42eb9e200c022f691d91846d459c163761639bed1f2d44c5b8e | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité mixed. | workflow_creation scenario for finance_invoice on mixed. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0541",
"domain": "hr_onboarding",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e62e86709fcae44af4ae04c0bdea617fe03a357e70f4b01c6fb3c45891ccf7de | mssense_eval_v1_0541 | mssense_controlled_balanced | business_rule_extraction | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | Extraire les règles métier d’un processus hr_onboarding et les rattacher au LAT. | business_rule_extraction scenario for hr_onboarding on excel. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 27ca5c5c477b92cd97c1333eabb67a8650b3c4854554f3494adff29f5dc0dfc4 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0542",
"domain": "crm_update",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 07d082b83931d95c3a3f70d1cfd609330aed2574df2572bbc25b5447ad194299 | mssense_eval_v1_0542 | mssense_controlled_balanced | lat_audit | 27ca5c5c477b92cd97c1333eabb67a8650b3c4854554f3494adff29f5dc0dfc4 | Auditer un LAT mail et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for crm_update on mail. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 87c06bcddb10d4ca1270070623ca04c3d711fc3797e45b7695b9e8de913fba47 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0543",
"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": "${ctx.... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 009b4dad1b2d3cb2d53acc7c3b6510ffce42c99d5bdda429199b8b5078cf402c | mssense_eval_v1_0543 | mssense_controlled_balanced | clarification_policy | 87c06bcddb10d4ca1270070623ca04c3d711fc3797e45b7695b9e8de913fba47 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal file. | clarification_policy scenario for procurement on file. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 18996509994974cd552c5b376ded33411aaf846802ba338a61228971ce71bbf2 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0544",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
},
"selector": "le bon bouton"
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 029ac575daab958d98594dd34fa5b9f6f30d6c94770ae292e5d14f160fefd7e9 | mssense_eval_v1_0544 | mssense_controlled_balanced | semantic_judgment | 18996509994974cd552c5b376ded33411aaf846802ba338a61228971ce71bbf2 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on mail. | null | support_ticket | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 7b90e761b30f8ced67060a956d762bc998068f05dccf0b8d2f3a63470d98b2c3 | 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-0545",
"domain": "logistics",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "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"
} | c4734c3cb3207b1d880949a696f43e10cc97023500d6c4e48896f22b39153954 | mssense_eval_v1_0545 | mssense_controlled_balanced | lat_audit | 7b90e761b30f8ced67060a956d762bc998068f05dccf0b8d2f3a63470d98b2c3 | Auditer un LAT desktop et détecter le problème CONTRADICTION. | lat_audit scenario for logistics on desktop. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | a7630c09ee7cdc7ee0ab770b228cc6781995098b3a8c4d40c3e33a1c1c9bab58 | 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-0546",
"domain": "compliance",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | 7de4f544897bd1d1f8d1014497da1bdeb9a429de3ee7e1b8a19a150eeac6bd74 | mssense_eval_v1_0546 | mssense_controlled_balanced | clarification_policy | a7630c09ee7cdc7ee0ab770b228cc6781995098b3a8c4d40c3e33a1c1c9bab58 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal desktop. | clarification_policy 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 | [] | database | dfb7fd5116d1cfa25ed9e0550aa183a6def7126c9cbee9e4d14947992c661647 | 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-0547",
"domain": "insurance_claim",
"modality": "audio",
"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"
} | 3ba0e367d7335efac0bcf9d87be66e67efe32cefde80972931334ad4d9157306 | mssense_eval_v1_0547 | mssense_controlled_balanced | workflow_creation | dfb7fd5116d1cfa25ed9e0550aa183a6def7126c9cbee9e4d14947992c661647 | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité database. | workflow_creation scenario for insurance_claim on database. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | fd4937df83dbc75c4cbbfcbba63b656d90a04ed7b7c89c8734c7514f0dc3d678 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0548",
"domain": "sales_ops",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/sales_ops"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | 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"
} | 9477979aeec1431742779d54172ba2cf349df841bfb1cf8a5ca36b9a07d2ecbe | mssense_eval_v1_0548 | mssense_controlled_balanced | modification_intent | fd4937df83dbc75c4cbbfcbba63b656d90a04ed7b7c89c8734c7514f0dc3d678 | Identifier l’intention de modification contrôlée pour un workflow sales_ops. | modification_intent scenario for sales_ops on api. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 806e76dafe28d83714c4bcc19ee875a7ffb84016348959fe681eb677c32e3f37 | easy | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0549",
"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"
}
}
] | 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"
} | 58ffa9f87eb90ad4a8ce8eb3ee9322726c6d3c3673a9e6a7151508dbf3117e77 | mssense_eval_v1_0549 | mssense_controlled_balanced | semantic_judgment | 806e76dafe28d83714c4bcc19ee875a7ffb84016348959fe681eb677c32e3f37 | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on database. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | a53b0bd6306804c068c53efb7253df91d4107caa26161fcc8d8cecb4e420d3a9 | 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-0550",
"domain": "finance_invoice",
"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": [
"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"
} | ddc6c98db451b6bf70e3dab0e51c49764ff619912acb5af33cd6e1a4191ff748 | mssense_eval_v1_0550 | mssense_controlled_balanced | visual_grounding_governance | a53b0bd6306804c068c53efb7253df91d4107caa26161fcc8d8cecb4e420d3a9 | Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice. | visual_grounding_governance scenario for finance_invoice on excel. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 754238d95f20f5b9341f458980e09cb2ea080fdc6365bd22c447310ac2f98cee | 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-0551",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | 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"
} | 09251d7688400aaa9c8a83d53178c8d347c2db42aab9a0788c9e00aa203ed8f4 | mssense_eval_v1_0551 | mssense_controlled_balanced | clarification_policy | 754238d95f20f5b9341f458980e09cb2ea080fdc6365bd22c447310ac2f98cee | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal database. | clarification_policy scenario for hr_onboarding on database. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 9fbbbc4446f094feece3bd1ff188b3b5d4adde4e2c1b97e175b91fe7d69920a1 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0552",
"domain": "crm_update",
"modality": "text",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance"... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1976ab9fc48e68c0fb8b556c8ce9ebd9eeec54aa2f8c23a154a23ad6a1ec3e7c | mssense_eval_v1_0552 | mssense_controlled_balanced | clarification_policy | 9fbbbc4446f094feece3bd1ff188b3b5d4adde4e2c1b97e175b91fe7d69920a1 | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal web. | clarification_policy scenario for crm_update on web. | null | crm_update | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | api | 1b0023160d0e5b01fec88e41c7c68cad6b4921c2a3d33ff41276eba54ac6c8ae | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0553",
"domain": "procurement",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/procurement"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items... | 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"
} | e1fda1f6fc8c0b7b99efba836be1686e5bf389ecacf97e74a25b27a1848458a4 | mssense_eval_v1_0553 | mssense_controlled_balanced | business_rule_extraction | 1b0023160d0e5b01fec88e41c7c68cad6b4921c2a3d33ff41276eba54ac6c8ae | Extraire les règles métier d’un processus procurement et les rattacher au LAT. | business_rule_extraction scenario for procurement on api. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 2d9e340a05e5a94dadb08149431785d3e590b2a7b8faa701dad496e0903e5027 | medium | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0554",
"domain": "support_ticket",
"modality": "audio",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 10847aba501fcc9ae29b2cda8a7f38079b57cbcd6a46eda88e208669701ee974 | mssense_eval_v1_0554 | mssense_controlled_balanced | workflow_creation | 2d9e340a05e5a94dadb08149431785d3e590b2a7b8faa701dad496e0903e5027 | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for support_ticket on excel. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | b69b2a7c8fd500863663831d083ca6b306bc277833151537a63fd01272337c99 | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0555",
"domain": "logistics",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "${ctx.missing_value}"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"channel": "W... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5cf5a5486fcfd4477a094ac2ee8ad118c4ba52f6941fa833181a78b43010fe82 | mssense_eval_v1_0555 | mssense_controlled_balanced | visual_grounding_governance | b69b2a7c8fd500863663831d083ca6b306bc277833151537a63fd01272337c99 | Valider le LAT avec grounding visuel et politique de gouvernance pour logistics. | visual_grounding_governance scenario for logistics on web. | null | logistics | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 44e280c3744a171980d970b5d559171408aea653a3670d39a22951484a762513 | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0556",
"domain": "compliance",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3de0f94a566466c1bff254f921ac5902d594c0b9f39a76d0458397d6f8669e87 | mssense_eval_v1_0556 | mssense_controlled_balanced | semantic_judgment | 44e280c3744a171980d970b5d559171408aea653a3670d39a22951484a762513 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on desktop. | null | compliance | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 00047128fe14237e4cf0be589d99de1f12ff6977d098d4a1a15a26dbb51373c0 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0557",
"domain": "insurance_claim",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 1807ece59a6b4ea126b02f740815f52901fa5bee6e69a0dd7feb678330763b0c | mssense_eval_v1_0557 | mssense_controlled_balanced | lat_audit | 00047128fe14237e4cf0be589d99de1f12ff6977d098d4a1a15a26dbb51373c0 | Auditer un LAT file et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for insurance_claim on file. | null | insurance_claim | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | ac466053f11587991db98833bef7ee71befc197577eb6c952a7235152eecd617 | 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-0558",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"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": "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"
} | 2639b05c0b1610fcc418401a673322a95e0aecf4723c2a0dd16f10acee41c897 | mssense_eval_v1_0558 | mssense_controlled_balanced | semantic_judgment | ac466053f11587991db98833bef7ee71befc197577eb6c952a7235152eecd617 | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on web. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | b21b3c378ad40e12552ba5cad9999dc84a37299833b1da6d0fa078c19a579037 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0559",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"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"
} | 7ff89b4cb53b47a1b8ba9369d112c82c67c496e7c55e51ef2db846ed7ae8b020 | mssense_eval_v1_0559 | mssense_controlled_balanced | workflow_creation | b21b3c378ad40e12552ba5cad9999dc84a37299833b1da6d0fa078c19a579037 | Créer un workflow inventory à partir d’une intention utilisateur en modalité database. | workflow_creation scenario for inventory on database. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | fcca47a5883d3281d6e4489b1d020ee3905bb958f3d329f10932056d036f6f83 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0560",
"domain": "finance_invoice",
"modality": "text",
"task": "lat_audit"
} | [
{
"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 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"
} | 60d487c8b6dccd51650ee343ba2467b038147fd90aeb606b04d0400924d20ab6 | mssense_eval_v1_0560 | mssense_controlled_balanced | lat_audit | fcca47a5883d3281d6e4489b1d020ee3905bb958f3d329f10932056d036f6f83 | Auditer un LAT web et détecter le problème AMBIGUITE. | lat_audit 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 | [] | excel | d57bcee1b2a1211ad583152658452d6460db0aa0307360f2725a69cb98f4884b | 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-0561",
"domain": "hr_onboarding",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | fb8d4101ddcc56e15560e9452558b5643aa7371eb0d7e84f1fec0986de7c39be | mssense_eval_v1_0561 | mssense_controlled_balanced | semantic_judgment | d57bcee1b2a1211ad583152658452d6460db0aa0307360f2725a69cb98f4884b | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on excel. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 1f7348983ff4804aa24aa7020feecb2f541a8f368ccb53e10c1a8e8238631acd | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0562",
"domain": "crm_update",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/crm_update"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a3e3e83104d72ca7dae7208f2cee0ccf5089b8c54a55bb4e98834b8fc53a1eaa | mssense_eval_v1_0562 | mssense_controlled_balanced | semantic_judgment | 1f7348983ff4804aa24aa7020feecb2f541a8f368ccb53e10c1a8e8238631acd | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment scenario for crm_update on api. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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 | f6cb0dcc22819fc18497b792c52ebd88b0a79af8ece4ff6891bd8abcff921c2f | hard | 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-0563",
"domain": "procurement",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b0eba180411f9a3ed487a4a936b0e5ca1bcdcb77bab4ec47ae12b2885cb677f0 | mssense_eval_v1_0563 | mssense_controlled_balanced | business_rule_extraction | f6cb0dcc22819fc18497b792c52ebd88b0a79af8ece4ff6891bd8abcff921c2f | Extraire les règles métier d’un processus procurement et les rattacher au LAT. | business_rule_extraction scenario for procurement on excel. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 045de9b818eb33668675147b7eadbfde52364dba1cbf229441ad6952f3ec3bba | medium | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0564",
"domain": "support_ticket",
"modality": "demo",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 8890bc901aa8f60d1884fb2678504ce368ea05cfe5c310e1e75c1298b2665ebc | mssense_eval_v1_0564 | mssense_controlled_balanced | business_rule_extraction | 045de9b818eb33668675147b7eadbfde52364dba1cbf229441ad6952f3ec3bba | Extraire les règles métier d’un processus support_ticket et les rattacher au LAT. | business_rule_extraction scenario for support_ticket on excel. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | ea3bc032e8e9b7c76d584e440d434702e5ba665c02fe2ddb4a54f632f2e8833f | medium | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0565",
"domain": "logistics",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "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"
} | 69f9b8065e08a5448aaee5d7a30c4a1ed9c0369a727eaf3f4bafe273f506b384 | mssense_eval_v1_0565 | mssense_controlled_balanced | clarification_policy | ea3bc032e8e9b7c76d584e440d434702e5ba665c02fe2ddb4a54f632f2e8833f | Déterminer si une clarification est nécessaire pour un workflow logistics en canal desktop. | clarification_policy scenario for logistics on desktop. | null | logistics | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 58c2d42d11684988b51b1ce59a9f39552c66ac4975389b44aa59c5ad4c5ca416 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0566",
"domain": "compliance",
"modality": "capture",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_str... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ad27fb721846bb8980512b625c95df2314c75965a9ad22237d5e3accf96b4ee5 | mssense_eval_v1_0566 | mssense_controlled_balanced | clarification_policy | 58c2d42d11684988b51b1ce59a9f39552c66ac4975389b44aa59c5ad4c5ca416 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal web. | clarification_policy scenario for compliance on web. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | mixed | acf5afd105bdab2f8003a61ac1238655d04e73a0a5b2dd53f910dc06385fae02 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0567",
"domain": "insurance_claim",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | f8eea941ad874d626f25c6d6c2dadb1905ca0aae7d648e1c5050946dd0b33094 | mssense_eval_v1_0567 | mssense_controlled_balanced | business_rule_extraction | acf5afd105bdab2f8003a61ac1238655d04e73a0a5b2dd53f910dc06385fae02 | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on mixed. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | e47e4f1c9724c42eb9e200c022f691d91846d459c163761639bed1f2d44c5b8e | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0568",
"domain": "sales_ops",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6e0c35f63e312c4b8d0f5fcb3c944bddf56313168354cfa3db3344e9245fdf1d | mssense_eval_v1_0568 | mssense_controlled_balanced | workflow_creation | e47e4f1c9724c42eb9e200c022f691d91846d459c163761639bed1f2d44c5b8e | Créer un workflow sales_ops à partir d’une intention utilisateur en modalité mixed. | workflow_creation scenario for sales_ops on mixed. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | f7591dd7813d4272bbadfe3c020386ec739ca4fee93263f1549ea00c9e51e956 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0569",
"domain": "inventory",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9feca60f89433fa6bb66797812eaa54848e646b7d5d30cecefcbf213a69edf4c | mssense_eval_v1_0569 | mssense_controlled_balanced | modification_intent | f7591dd7813d4272bbadfe3c020386ec739ca4fee93263f1549ea00c9e51e956 | Identifier l’intention de modification contrôlée pour un workflow inventory. | modification_intent scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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 | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0570",
"domain": "finance_invoice",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 85af7c779306a677f76301a0126bec94e369bed444ce540b146b8aaf8115b6b3 | mssense_eval_v1_0570 | mssense_controlled_balanced | business_rule_extraction | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT. | business_rule_extraction scenario for finance_invoice on excel. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 434ddbf17abe837ccbb84b5363dd5d4840e70c875284b7da412c8756d61d606a | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0571",
"domain": "hr_onboarding",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/hr_onboarding"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.ite... | meta_tagged | {
"expected_decision": "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"
} | 0922d7e7a92b5c529f14e28e1fd8e8cbd532bed0492f1a0408367f4aef6b43b7 | mssense_eval_v1_0571 | mssense_controlled_balanced | workflow_creation | 434ddbf17abe837ccbb84b5363dd5d4840e70c875284b7da412c8756d61d606a | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité api. | workflow_creation scenario for hr_onboarding on api. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e4beb2c226e2ea98673642e4c88cc3f7590219d88e1adfe000a1be3aa679782a | medium | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0572",
"domain": "crm_update",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6f9be5fd0c42be17689cdece76b73a2ce0f5fa1ccd17b01480f0fe51f2bb9d7b | mssense_eval_v1_0572 | mssense_controlled_balanced | workflow_creation | e4beb2c226e2ea98673642e4c88cc3f7590219d88e1adfe000a1be3aa679782a | Créer un workflow crm_update à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 0cb4888c381623e64274b788b4bbf79a78da007267785a4d4d27388755de3504 | hard | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0573",
"domain": "procurement",
"modality": "capture",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "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"
} | b9788329f2b4e81253f310b0a033e0ce16e10dcf0c09eb930256566465cd4415 | mssense_eval_v1_0573 | mssense_controlled_balanced | business_rule_extraction | 0cb4888c381623e64274b788b4bbf79a78da007267785a4d4d27388755de3504 | Extraire les règles métier d’un processus procurement et les rattacher au LAT. | business_rule_extraction scenario for procurement on web. | null | procurement | null | 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-0574",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 72cc40885ff20a1c65cbdc75cfdf1f2455ddc564dabffaad51cc33dff8ab0355 | mssense_eval_v1_0574 | mssense_controlled_balanced | lat_audit | 1861dccb448e254aac64cff3faa0dc081f2cc0418f5cd32feb06011439c78249 | Auditer un LAT web et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for support_ticket on web. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0575",
"domain": "logistics",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9067dca519425ab3997fd4cb47dfce7a2d1610539fdd2c19bf9aa315347d2469 | mssense_eval_v1_0575 | mssense_controlled_balanced | workflow_creation | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | Créer un workflow logistics à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for logistics on file. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 2570bd344484434f29d4cc67393f791cd9a2369a9db0d03869662658e5543bf3 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0576",
"domain": "compliance",
"modality": "capture",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7dcc3a6f04a90f8fa32158a6329bb6c1ff9ef9f86f4e973c4f0a3942bc112efe | mssense_eval_v1_0576 | mssense_controlled_balanced | semantic_judgment | 2570bd344484434f29d4cc67393f791cd9a2369a9db0d03869662658e5543bf3 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on web. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 5c17939575ef4342ad304f07ee1e24f376982a34b5ea895f624b361bddb3701f | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0577",
"domain": "insurance_claim",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/insurance_claim"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.i... | 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"
} | 1498f7fbb232024b9b3f6c30e1e1fd54f76e13e7cebce5f1a195e8bba6c0f5a9 | mssense_eval_v1_0577 | mssense_controlled_balanced | workflow_creation | 5c17939575ef4342ad304f07ee1e24f376982a34b5ea895f624b361bddb3701f | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité api. | workflow_creation scenario for insurance_claim on api. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | a52cd1a0e454ac17b9e342ae93c14fb4595b0cb471ed7ece06057f744c7c3fae | 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-0578",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
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[
"content_hash"
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{
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{
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[
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... | desktop | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | easy | true | null | [] | VALID | [] | text | {
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{
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[
"content_hash"
] | 1.1-eval | [] | database | 04fdd0b2fed9b70a67afd20f804b5c480c049c489348894d620cd50f15898d82 | medium | true | null | [] | VALID | [] | text | {
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[
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{
"action": "LeftClick",
... | real_artefact | {
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} | d3c560c5dd5d50552cce8efe91a0f50ed6b38d6050355470f34a4762d04bcd40 | mssense_eval_v1_0583 | mssense_controlled_balanced | workflow_creation | b7eecd8285177a7c58269dd2ce842956328200e9b3a65906435c405034cc1a62 | Créer un workflow procurement à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for procurement on web. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 671325b613c8ef61c88e9d56241e135aa12e9887ec1c34990127cc9ad45a48c5 | medium | true | null | [] | VALID | [] | mixed | {
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},
{
"action": "SetText",
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[
"content_hash"
] | 1.1-eval | [] | excel | 7afab5740cdc473be93d7880e9a550af522b401344a23d090504b118a81d3669 | hard | true | null | [
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{
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},
{
"action": "ReadWorksheetRange",
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"range": "A1:D20... | real_artefact | {
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} | {
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{
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[
"content_hash"
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}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.ite... | real_artefact | {
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} | 1162734963667dd85f6aa2518b9347568e7b9391a812c27540a66b4743bdbeb0 | mssense_eval_v1_0591 | mssense_controlled_balanced | workflow_creation | 3f59501bfc03fcfa4d89439275503eafdbbdbcae731890bf8b9f756dbb3d57f2 | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité api. | workflow_creation scenario for hr_onboarding on api. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 1f70797bcc3e076cddb147be534646f8ca259b8d074efde6631aeece7331fd9c | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0592",
"domain": "crm_update",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
},
"selector": "le bon bouton"
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9747aa9cf488a00d6dd4daa64fb5b81a59876b774a082baac12baaa673de32bf | mssense_eval_v1_0592 | mssense_controlled_balanced | lat_audit | 1f70797bcc3e076cddb147be534646f8ca259b8d074efde6631aeece7331fd9c | Auditer un LAT mail et détecter le problème AMBIGUITE. | lat_audit scenario for crm_update on mail. | null | crm_update | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | f46b02a77fe1e6cac5d77727c94239b144587553fa0686ad1178ea924f917112 | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0593",
"domain": "procurement",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5eef95aef413f1c0de54b46e2fb0efef6b435c19e77074004294c4338c6ab581 | mssense_eval_v1_0593 | mssense_controlled_balanced | workflow_creation | f46b02a77fe1e6cac5d77727c94239b144587553fa0686ad1178ea924f917112 | Créer un workflow procurement à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for procurement on web. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 3ace7c9ff8847010fd8fb80667d0de5653fb888bd586d39973f409f460b53cdf | hard | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0594",
"domain": "support_ticket",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f08fc051757137a6762be16d33699d0a3ab0572c4893b86ecd9e53efd01e93f3 | mssense_eval_v1_0594 | mssense_controlled_balanced | modification_intent | 3ace7c9ff8847010fd8fb80667d0de5653fb888bd586d39973f409f460b53cdf | Identifier l’intention de modification contrôlée pour un workflow support_ticket. | modification_intent scenario for support_ticket on mixed. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 4bee9f46301a4b23cbb0f0081e6e559f149f54fad0b11afcd4b43cd233422b86 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0595",
"domain": "logistics",
"modality": "capture",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "VALID",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 8f7afdcc63f37843c125fb8874528521638315cc4f2abf632df707afd4279e5c | mssense_eval_v1_0595 | mssense_controlled_balanced | business_rule_extraction | 4bee9f46301a4b23cbb0f0081e6e559f149f54fad0b11afcd4b43cd233422b86 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on desktop. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0596",
"domain": "compliance",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${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"
} | 01a1183a2bf18d5bcdd24b86350ea7b1da115026cc1521da888a11b49b6e2bc9 | mssense_eval_v1_0596 | mssense_controlled_balanced | business_rule_extraction | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | Extraire les règles métier d’un processus compliance et les rattacher au LAT. | business_rule_extraction scenario for compliance on desktop. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 84650b542d430cb3d4586f207089d25a9c567140bf62e2922dca0f7be279e746 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0597",
"domain": "insurance_claim",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | 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"
} | 13fb3f34e3743440100f99c3b24cb8594d72b195e465b11e0dfec569977bcdc8 | mssense_eval_v1_0597 | mssense_controlled_balanced | clarification_policy | 84650b542d430cb3d4586f207089d25a9c567140bf62e2922dca0f7be279e746 | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal database. | clarification_policy scenario for insurance_claim on database. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 6a92d6c3e8c386c7f830d3ed48c766e70b5f5acb5ce50761fd7d861a17511b08 | hard | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0598",
"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": "${ctx.custom... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_str... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 90fce3b62c0cd7212660badbbb8f4dd3dfdfa72573ada088d2d5620039aa3611 | mssense_eval_v1_0598 | mssense_controlled_balanced | clarification_policy | 6a92d6c3e8c386c7f830d3ed48c766e70b5f5acb5ce50761fd7d861a17511b08 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal desktop. | clarification_policy scenario for sales_ops on desktop. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | b70da32a5a02612457e690d3639f148c55cb3b95512eeb3dce11f5b57df4e87e | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0599",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 32bc43baf5340ee2ef5f506743eec057f27d6ad443f06d0d0f4f2fbc2fbe598c | mssense_eval_v1_0599 | mssense_controlled_balanced | workflow_creation | b70da32a5a02612457e690d3639f148c55cb3b95512eeb3dce11f5b57df4e87e | Créer un workflow inventory à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for inventory on desktop. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 7b46c6947a21c8fa48227012cb5428b7a31c48ca9b02fe6fd2d6a6db902a09bb | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0600",
"domain": "finance_invoice",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | 27e097edf8141af3dafef2fc87abb911c804fbae1adbd49b8b2a02b326f0adc8 | mssense_eval_v1_0600 | mssense_controlled_balanced | semantic_judgment | 7b46c6947a21c8fa48227012cb5428b7a31c48ca9b02fe6fd2d6a6db902a09bb | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment 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": [
... | api | d0d1fd5d123f60fbea1f118aca8b2367b0ed5b9efc4d9cfded4192427b95cd8f | easy | 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-0601",
"domain": "hr_onboarding",
"modality": "mixed",
"task": "business_rule_extraction"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/hr_onboarding"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.ite... | real_artefact | {
"expected_decision": "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"
} | 5937f282d4515315f6040e2fc4a346e958e5c6280bae1f58051991d5e67a03c3 | mssense_eval_v1_0601 | mssense_controlled_balanced | business_rule_extraction | d0d1fd5d123f60fbea1f118aca8b2367b0ed5b9efc4d9cfded4192427b95cd8f | Extraire les règles métier d’un processus hr_onboarding et les rattacher au LAT. | business_rule_extraction scenario for hr_onboarding on api. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | database | 03bde72e470946c317979ea25255caeada02a0687a316b7f25ceb4f2f6bdbe65 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0602",
"domain": "crm_update",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"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"
} | 8bafa0f82b7db591f81c72d4feda1582275fdea8b2fe583dba93f4ab28326d87 | mssense_eval_v1_0602 | mssense_controlled_balanced | business_rule_extraction | 03bde72e470946c317979ea25255caeada02a0687a316b7f25ceb4f2f6bdbe65 | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on database. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | e637dfb75d6c93f7e482a3c33d9d4b5662601730abea00b45beb28f8bb852d34 | 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-0603",
"domain": "procurement",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"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... | 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"
} | 30ce56ba6ca8e47562e6bdfb995a4d3e448346360ef54108130202563c4369ad | mssense_eval_v1_0603 | mssense_controlled_balanced | visual_grounding_governance | e637dfb75d6c93f7e482a3c33d9d4b5662601730abea00b45beb28f8bb852d34 | Valider le LAT avec grounding visuel et politique de gouvernance pour procurement. | visual_grounding_governance scenario for procurement on file. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 66477a2769fbc238100ed136e8a8848994a0f6720c8346abaf0975801e69e01c | 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-0604",
"domain": "support_ticket",
"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": [
"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"
} | 07e449198b52c7bfe2f99e657480f34bd3268031320033c3ea0c080efcd4255a | mssense_eval_v1_0604 | mssense_controlled_balanced | semantic_judgment | 66477a2769fbc238100ed136e8a8848994a0f6720c8346abaf0975801e69e01c | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on desktop. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e0371a64c0ce1688f5e226011a1221f4f14d152c18a6913866fd1d0ce258773f | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0605",
"domain": "logistics",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a22f11ee56827ff75aa5e17ab4096bd9c34c680f02b357480276dc7f227ac4dc | mssense_eval_v1_0605 | mssense_controlled_balanced | workflow_creation | e0371a64c0ce1688f5e226011a1221f4f14d152c18a6913866fd1d0ce258773f | Créer un workflow logistics à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for logistics on web. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 627cda005ae0cb28a1309be07573d82ea5a90568911c4829ae261a85ab3b2df2 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0606",
"domain": "compliance",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 13def96f078f7805694332d2bc36fe4864cd061d386b2584d3845635423b3976 | mssense_eval_v1_0606 | mssense_controlled_balanced | lat_audit | 627cda005ae0cb28a1309be07573d82ea5a90568911c4829ae261a85ab3b2df2 | Auditer un LAT web et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for compliance on web. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | e6a125e3a375935857ed936f2d9e3bec0d4fb9f1f7be4bf2cc60f87e87cbf892 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0607",
"domain": "insurance_claim",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1e754092685e5a51f05f8089d36d652cbe00ff2c49b24d76c3deba2b36896d29 | mssense_eval_v1_0607 | mssense_controlled_balanced | workflow_creation | e6a125e3a375935857ed936f2d9e3bec0d4fb9f1f7be4bf2cc60f87e87cbf892 | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for insurance_claim on excel. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 08e6d72162c9497cf6d9129b63b5d5267b95e8f5d33181aacf509ce7b9b94ab7 | hard | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0608",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | dce02b950c8b878587722c1ec38303b3c8408ba34f462649545f765078475c4b | mssense_eval_v1_0608 | mssense_controlled_balanced | clarification_policy | 08e6d72162c9497cf6d9129b63b5d5267b95e8f5d33181aacf509ce7b9b94ab7 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal mail. | clarification_policy scenario for sales_ops on mail. | null | sales_ops | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | a8e88f82e3aa1dec5f7f22c4cf020f9bcdc229bfeae6ab6be55d3eaa17e88a54 | 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-0609",
"domain": "inventory",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
},
{
"action": "IfCondition",
"channel": "CON... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3c86fb82ef67764a9a8f06914a41d6564267bf51271ff667748b78ce205cf281 | mssense_eval_v1_0609 | mssense_controlled_balanced | lat_audit | a8e88f82e3aa1dec5f7f22c4cf020f9bcdc229bfeae6ab6be55d3eaa17e88a54 | Auditer un LAT mail et détecter le problème CONTRADICTION. | lat_audit scenario for inventory on mail. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e22337005c682d4e1c0408c7e15364393cb1f77d5071cfb30e6e5c48c1d6e2b4 | easy | true | null | [] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0610",
"domain": "finance_invoice",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "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"
} | 8b40f91a0c496629f6affedbf6096fb66c5c9cf70e3c177faa0ba5a3d8019783 | mssense_eval_v1_0610 | mssense_controlled_balanced | clarification_policy | e22337005c682d4e1c0408c7e15364393cb1f77d5071cfb30e6e5c48c1d6e2b4 | 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 | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5a7da0464c1aaf11c358d424b164200f369083bf77f229f92da1d483c8f3a638 | hard | 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-0611",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle 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"
} | 767ea6b08de43048e77b3cf3c19211a5a7c640ece8fda50c23ee1ddcfb6e5b1f | mssense_eval_v1_0611 | mssense_controlled_balanced | clarification_policy | 5a7da0464c1aaf11c358d424b164200f369083bf77f229f92da1d483c8f3a638 | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal desktop. | clarification_policy scenario for hr_onboarding on desktop. | null | hr_onboarding | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 96c91080fb315ea6ded5c045512af06e7fdfeb659f2bab0548023f5c91a97210 | 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-0612",
"domain": "crm_update",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/crm_update"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items"... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e4d08a0b58dcc3c9df27b37a22428b4cc696c980c7d44a47e6aa31842e5576e9 | mssense_eval_v1_0612 | mssense_controlled_balanced | clarification_policy | 96c91080fb315ea6ded5c045512af06e7fdfeb659f2bab0548023f5c91a97210 | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal api. | clarification_policy scenario for crm_update on api. | null | crm_update | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 5373e0e62f6299f3b6b46d5307cfd8f281c2621f7f4244a233c29da3911dd754 | hard | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0613",
"domain": "procurement",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | f711a532f4ed4f95d2cb42c725a41d2a8710c1faf9dde3009111c78017e8a309 | mssense_eval_v1_0613 | mssense_controlled_balanced | lat_audit | 5373e0e62f6299f3b6b46d5307cfd8f281c2621f7f4244a233c29da3911dd754 | Auditer un LAT excel et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for procurement on excel. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 52517402cc66c9714d43d2e7d1f280be54c4883ad779485d43005ecd54228089 | 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-0614",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b338a8185f5fe65d986fdb499d2c5797f1fa1a770e367696f1c674808912e7e7 | mssense_eval_v1_0614 | mssense_controlled_balanced | semantic_judgment | 52517402cc66c9714d43d2e7d1f280be54c4883ad779485d43005ecd54228089 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on web. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 0e5940e5093bdcf0329adb14c02e7c802e37f8015a6fe4896b08e72d8b0df01a | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0615",
"domain": "logistics",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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": "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"
} | 76306fe7291fd528fcc3dee6bd967f70312043824bf3c2ac2f27c7253a6957c9 | mssense_eval_v1_0615 | mssense_controlled_balanced | lat_audit | 0e5940e5093bdcf0329adb14c02e7c802e37f8015a6fe4896b08e72d8b0df01a | Auditer un LAT excel et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for logistics on excel. | null | logistics | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 2011d09d99e296bbb1226fcec68af7f9d9e051f70e625c2a963eefef95511890 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0616",
"domain": "compliance",
"modality": "capture",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c95ea95c358547cd5257b5bd09a565ca0f7ac99c98b9f8cb43c3afed53f92e60 | mssense_eval_v1_0616 | mssense_controlled_balanced | visual_grounding_governance | 2011d09d99e296bbb1226fcec68af7f9d9e051f70e625c2a963eefef95511890 | Valider le LAT avec grounding visuel et politique de gouvernance pour compliance. | visual_grounding_governance scenario for compliance on web. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 9400fe0c01daf1de6b9210956c31c1f14af814fc7eaf39b2fdb11ab2d82971c8 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0617",
"domain": "insurance_claim",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
},
{
"action": "IfCondition",
"channel": "CON... | meta_tagged | {
"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"
} | b91ad1bbbf826a054cbfa1fe56d9377fc745a5718aeed19d1c3f32fa8e89e7dc | mssense_eval_v1_0617 | mssense_controlled_balanced | semantic_judgment | 9400fe0c01daf1de6b9210956c31c1f14af814fc7eaf39b2fdb11ab2d82971c8 | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on mail. | null | insurance_claim | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | e672488807ca0c5c847aed055e1e2370cb3e8f981150df04572aba5d005875d5 | 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-0618",
"domain": "sales_ops",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | fc161bf64ed1e5a88bab8fc2ad008f771f3950288fd9d186b29fa3938c6ead8d | mssense_eval_v1_0618 | mssense_controlled_balanced | visual_grounding_governance | e672488807ca0c5c847aed055e1e2370cb3e8f981150df04572aba5d005875d5 | Valider le LAT avec grounding visuel et politique de gouvernance pour sales_ops. | visual_grounding_governance scenario for sales_ops on excel. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 8c454eaa1072e8b20318ae0e2cc7e55650e18f6db004b98072978394a70543e8 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0619",
"domain": "inventory",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"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"
} | 934e4f3e6e570709534e935e2fc009739b729dc84e1179b2adb215131bc69042 | mssense_eval_v1_0619 | mssense_controlled_balanced | clarification_policy | 8c454eaa1072e8b20318ae0e2cc7e55650e18f6db004b98072978394a70543e8 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal file. | clarification_policy scenario for inventory on file. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | dfbef2827aae45336d005e3c61c5f85b929c77f5e670ff1ec4c926f3ea09aa6a | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0620",
"domain": "finance_invoice",
"modality": "audio",
"task": "lat_audit"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3bfed97bb5a4142cbe8ee2c210e05d88bfd5974c10183737759a1540527b0fe0 | mssense_eval_v1_0620 | mssense_controlled_balanced | lat_audit | dfbef2827aae45336d005e3c61c5f85b929c77f5e670ff1ec4c926f3ea09aa6a | Auditer un LAT web et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for finance_invoice on web. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | c04d32c540515273f16ce5a52bb62f6b88ce9beebdc9c81955393cbaf698bc89 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0621",
"domain": "hr_onboarding",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${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"
} | 844649699d43fd432c7a26e87025de6ccdbc82541f8c1bf89f517d2d98a008c6 | mssense_eval_v1_0621 | mssense_controlled_balanced | workflow_creation | c04d32c540515273f16ce5a52bb62f6b88ce9beebdc9c81955393cbaf698bc89 | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité mail. | workflow_creation scenario for hr_onboarding on mail. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 3ace7c9ff8847010fd8fb80667d0de5653fb888bd586d39973f409f460b53cdf | hard | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0622",
"domain": "crm_update",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4c351035092ea47a5e6d1230d327f1e52fd2c90ddc0b77c9c780862b283eb738 | mssense_eval_v1_0622 | mssense_controlled_balanced | modification_intent | 3ace7c9ff8847010fd8fb80667d0de5653fb888bd586d39973f409f460b53cdf | Identifier l’intention de modification contrôlée pour un workflow crm_update. | modification_intent scenario for crm_update on mixed. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 17b1e7fb2349ec1bc206b795bcd56a4196c24c7fa36949bd5262f51adcb8d883 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0623",
"domain": "procurement",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bcad3cb5389709c2257d3c690b8a36b17ba3b073dcbef75e66a56d66e9c08402 | mssense_eval_v1_0623 | mssense_controlled_balanced | business_rule_extraction | 17b1e7fb2349ec1bc206b795bcd56a4196c24c7fa36949bd5262f51adcb8d883 | Extraire les règles métier d’un processus procurement et les rattacher au LAT. | business_rule_extraction scenario for procurement on web. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5d2522b34100da99a443e7d19ac97d875845040040f7f7674b15f7afd5a4a699 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0624",
"domain": "support_ticket",
"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": [
"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"
} | d92c59a60b37732db6b6302413acee4a0f4cea2419455f45ccb4b30b34b7c5cf | mssense_eval_v1_0624 | mssense_controlled_balanced | lat_audit | 5d2522b34100da99a443e7d19ac97d875845040040f7f7674b15f7afd5a4a699 | Auditer un LAT desktop et détecter le problème AMBIGUITE. | lat_audit scenario for support_ticket on desktop. | null | support_ticket | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 937d88c51736bc10d763d72a3b2c811e0039acddf4429282c28ea514cb466e4a | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0625",
"domain": "logistics",
"modality": "audio",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 68328d4d6e6e045afbd74e477e6277e3c82b7db905a461d6eb0e2afe08f4219a | mssense_eval_v1_0625 | mssense_controlled_balanced | semantic_judgment | 937d88c51736bc10d763d72a3b2c811e0039acddf4429282c28ea514cb466e4a | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on web. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 5b22944e959ac4ab9f1d5043715d26c5935ea5b08f5268301d9c575df1e9c922 | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0626",
"domain": "compliance",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | 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"
} | 3c47d079830ec13a42b82455d2e449a3ff960e7bda8db1947f7033616f128a89 | mssense_eval_v1_0626 | mssense_controlled_balanced | workflow_creation | 5b22944e959ac4ab9f1d5043715d26c5935ea5b08f5268301d9c575df1e9c922 | 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 | [] | mail | 1a9b3aba4085d9b2bbcd8b6517e8d0ab377f8fbb913eebcd59850989d36614a0 | hard | 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-0627",
"domain": "insurance_claim",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"la... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 14c44c6bf8282ef0d9990457425460c2523022f46615190fa52b25b9982cabe6 | mssense_eval_v1_0627 | mssense_controlled_balanced | clarification_policy | 1a9b3aba4085d9b2bbcd8b6517e8d0ab377f8fbb913eebcd59850989d36614a0 | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal mail. | clarification_policy scenario for insurance_claim on mail. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 1db906308d9fe82b9a8bf7465f3fbd3a2baa66d53c0da626560206c9a48b46f2 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0628",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "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"
} | 93d8c23d6076d45d8ad4c267e6b5602a332af42aac970c0030570f58f988d9e6 | mssense_eval_v1_0628 | mssense_controlled_balanced | clarification_policy | 1db906308d9fe82b9a8bf7465f3fbd3a2baa66d53c0da626560206c9a48b46f2 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal web. | clarification_policy scenario for sales_ops on web. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
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