_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 | [] | web | b80d70f6b6bdcf32c0d49bfd93e3c245f7be5308e0392aaea6e677ad97cd28cc | easy | 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-0729",
"domain": "inventory",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f24af75a86b64523478f043f3cdb16ecaf06f1e9d94422eb6abb1b279d0f8e0a | mssense_eval_v1_0729 | mssense_controlled_balanced | lat_audit | b80d70f6b6bdcf32c0d49bfd93e3c245f7be5308e0392aaea6e677ad97cd28cc | Auditer un LAT web et détecter le problème CONTRADICTION. | lat_audit scenario for inventory on web. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 1cd6e5816dd4fc1ee5309059e47cac9b51793c3c0b86cc59a01821d008fbd465 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0730",
"domain": "finance_invoice",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3acf3a1de2bce230fcf83f97f628ec39ac341aea7805f71289bfc529a2e1375a | mssense_eval_v1_0730 | mssense_controlled_balanced | lat_audit | 1cd6e5816dd4fc1ee5309059e47cac9b51793c3c0b86cc59a01821d008fbd465 | Auditer un LAT desktop et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for finance_invoice on desktop. | null | finance_invoice | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 1e3422feb7a744c097dd2c157d2c191067f495bb9a985fa01c1bf89442972213 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0731",
"domain": "hr_onboarding",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main",
"value": "${ctx.missing_value}"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | 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"
} | 7142292bde480b0c1c14487e3deb4f3047c10a1058a59cf0776a3b23e9b2cd97 | mssense_eval_v1_0731 | mssense_controlled_balanced | semantic_judgment | 1e3422feb7a744c097dd2c157d2c191067f495bb9a985fa01c1bf89442972213 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on mail. | null | hr_onboarding | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 45ef45bc6b93701bd09c8591b3624a18bd3e1a4b048149473df1763ae6f84742 | 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-0732",
"domain": "crm_update",
"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": [
"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"
} | e8fbd3f7f93d0ec56d940c8bc96d692b8cba6c5c2852f5e06dbf59c88b7927ef | mssense_eval_v1_0732 | mssense_controlled_balanced | semantic_judgment | 45ef45bc6b93701bd09c8591b3624a18bd3e1a4b048149473df1763ae6f84742 | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment scenario for crm_update on database. | null | crm_update | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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 | 87899c686e1de8b4a6d8641641002b641afc5ff743b3eb3e29f2555eabcacacc | easy | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0733",
"domain": "procurement",
"modality": "demo",
"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"
} | b2f8239463c26b86af432f6e086ac592ef62b57e4a4155cfec10b8b07a2e1919 | mssense_eval_v1_0733 | mssense_controlled_balanced | business_rule_extraction | 87899c686e1de8b4a6d8641641002b641afc5ff743b3eb3e29f2555eabcacacc | 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 | [] | api | 66d1e20bf83fa20ddb53782017494b6f54eb3d7b8435f76fc9241deceadd2638 | 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-0734",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/support_ticket"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.it... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7f258e6c1bea89cc9e20241661cd4186288d102af645b35bf35ffaef5fb55ade | mssense_eval_v1_0734 | mssense_controlled_balanced | semantic_judgment | 66d1e20bf83fa20ddb53782017494b6f54eb3d7b8435f76fc9241deceadd2638 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on api. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 487399032d481a34fb412270245af6297f89533405832f964498102b8b6cb15a | medium | true | null | [] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0735",
"domain": "logistics",
"modality": "mixed",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 83411d50226d3f79e53aee9e157a601019499636dfd04b77d19c4015fc987af9 | mssense_eval_v1_0735 | mssense_controlled_balanced | business_rule_extraction | 487399032d481a34fb412270245af6297f89533405832f964498102b8b6cb15a | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on desktop. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 33fc6f7672a50683009e6f27ea72223b7a865120e8039535eaa61eb4d55b155d | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0736",
"domain": "compliance",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${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"
} | ce8aa290b64bcb644a989ef46604502bbd99ae04e51fd640c8d598f00a2871ef | mssense_eval_v1_0736 | mssense_controlled_balanced | workflow_creation | 33fc6f7672a50683009e6f27ea72223b7a865120e8039535eaa61eb4d55b155d | 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 | b9f26e9bc469f85a15863a669089ee477ff5050bdca90f27242e9783e1e61fc9 | easy | 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-0737",
"domain": "insurance_claim",
"modality": "audio",
"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... | 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"
} | 748f1b25cbbde5a551c129a1b2c59c9a8f1307ed360283b4ed36e563b827684e | mssense_eval_v1_0737 | mssense_controlled_balanced | lat_audit | b9f26e9bc469f85a15863a669089ee477ff5050bdca90f27242e9783e1e61fc9 | Auditer un LAT mail et détecter le problème CONTRADICTION. | lat_audit 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 | [] | database | 4ca0b7193face2a8ee5115a1968e4ba29605209c5fcf21b23a9f2329941c48fe | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0738",
"domain": "sales_ops",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 424db94bfffba08cc0d9d4af3e8f4e508cfc0c1219f25db18089228a2978fc19 | mssense_eval_v1_0738 | mssense_controlled_balanced | lat_audit | 4ca0b7193face2a8ee5115a1968e4ba29605209c5fcf21b23a9f2329941c48fe | Auditer un LAT database et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for sales_ops on database. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | bcee66e7d075aebc731c74f294a547e41953b31eb1376fe220644dc574b6f1b8 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0739",
"domain": "inventory",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "Cust... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f6bf443b063cc4805897e0aaf83119729e47fd0b2771920644520a1b252444a2 | mssense_eval_v1_0739 | mssense_controlled_balanced | lat_audit | bcee66e7d075aebc731c74f294a547e41953b31eb1376fe220644dc574b6f1b8 | Auditer un LAT desktop et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for inventory on desktop. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 9a51319c429b0415f6f4e12aeb1fcdb3c8814251d9183c87e1d8d91fd956bfb8 | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0740",
"domain": "finance_invoice",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d47b4454e0f6d4a3804339f99f1748de7846aa304392c983b2d0637d9bf0cfa7 | mssense_eval_v1_0740 | mssense_controlled_balanced | lat_audit | 9a51319c429b0415f6f4e12aeb1fcdb3c8814251d9183c87e1d8d91fd956bfb8 | Auditer un LAT desktop et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for finance_invoice on desktop. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | a96edbacb538f0f70398050f6f0098db74bb6c5a0e35430084a455283fbe847a | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0741",
"domain": "hr_onboarding",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/hr_onboarding"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b8e1996314f675d3fab118b0a0d3543fdae90a3246d1b7f1523e4d53d63badfe | mssense_eval_v1_0741 | mssense_controlled_balanced | workflow_creation | a96edbacb538f0f70398050f6f0098db74bb6c5a0e35430084a455283fbe847a | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for hr_onboarding on web. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | ba9affff9a80c3839e456d95a1c4ffe26d1bd7faa84897edae91ac0e2c538557 | 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-0742",
"domain": "crm_update",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9f620cbd890682f868cde3572c6a23103c77a5a9f700fd7397a1a1d8edf5510e | mssense_eval_v1_0742 | mssense_controlled_balanced | lat_audit | ba9affff9a80c3839e456d95a1c4ffe26d1bd7faa84897edae91ac0e2c538557 | Auditer un LAT excel et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for crm_update on excel. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | d54330f1b5c5b1b4ad1b55566599e76dfafcfcd252c0c38a48e2209f4429cd90 | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0743",
"domain": "procurement",
"modality": "mixed",
"task": "visual_grounding_governance"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/procurement"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items... | real_artefact | {
"expected_decision": "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"
} | 96c63869394e64c2ffcda5f053e49cc9342161a3b1fa19e683c862e3f7a7a66b | mssense_eval_v1_0743 | mssense_controlled_balanced | visual_grounding_governance | d54330f1b5c5b1b4ad1b55566599e76dfafcfcd252c0c38a48e2209f4429cd90 | Valider le LAT avec grounding visuel et politique de gouvernance pour procurement. | visual_grounding_governance scenario for procurement on api. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | f3535f4816e543109c3bcbb654cb79eede9f85b127644be95a7d2e0086bce2ba | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0744",
"domain": "support_ticket",
"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": [
"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"
} | 8f68723641f1cd27d4619b187327c0ca6cb3c9468fe54be2ab35d141cda77b6d | mssense_eval_v1_0744 | mssense_controlled_balanced | clarification_policy | f3535f4816e543109c3bcbb654cb79eede9f85b127644be95a7d2e0086bce2ba | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal desktop. | clarification_policy scenario for support_ticket on desktop. | null | support_ticket | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | c1652e56ce4b4e08a841d6593265bdbc36eb1fc0b5116c05544a638661414ed5 | 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-0745",
"domain": "logistics",
"modality": "capture",
"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... | 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"
} | e20596897d33f9034aeaa58ca72685265c773e456bad2a2084fcbbd464646f78 | mssense_eval_v1_0745 | mssense_controlled_balanced | workflow_creation | c1652e56ce4b4e08a841d6593265bdbc36eb1fc0b5116c05544a638661414ed5 | Créer un workflow logistics à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for logistics on desktop. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 2578063a19c4451fe37ba972e3e03fea0bc4bb915b7b765d86e38a1f3225fc94 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0746",
"domain": "compliance",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/compliance"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items"... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_s... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 110302b6b119327414ceb0499b486169711f195ebac429cdf9deafe9e6da0dc1 | mssense_eval_v1_0746 | mssense_controlled_balanced | clarification_policy | 2578063a19c4451fe37ba972e3e03fea0bc4bb915b7b765d86e38a1f3225fc94 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal api. | clarification_policy scenario for compliance on api. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 823d4a9b41d5246e0d6f8eb593e20ee51bacf368aa7c4dac18ef4f0b0d6427a5 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0747",
"domain": "insurance_claim",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0af9eaa0ef29c5db2a116ca7ff1bc1e36d3f3a9ad85e04294924b9f4de9c58c0 | mssense_eval_v1_0747 | mssense_controlled_balanced | lat_audit | 823d4a9b41d5246e0d6f8eb593e20ee51bacf368aa7c4dac18ef4f0b0d6427a5 | Auditer un LAT excel et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for insurance_claim on excel. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | b0fd88e93b55462c9ed1e34073db55504e51589b3ea2a01a74c7af6d526a4c0a | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0748",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 05d9d744d16dbb3504f786c8ffc5513e81d0e5044a4ee6c1c598c4fcfde7d2c9 | mssense_eval_v1_0748 | mssense_controlled_balanced | semantic_judgment | b0fd88e93b55462c9ed1e34073db55504e51589b3ea2a01a74c7af6d526a4c0a | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on excel. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 75f4c27f8f6f9f835a21f48ed00520dc8009506cc9f12dccf24399b2050b1a94 | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0749",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5c747b4589530ff1eaf0c40569a06c67812d70a33df6575aac6b6b4694112ac9 | mssense_eval_v1_0749 | mssense_controlled_balanced | workflow_creation | 75f4c27f8f6f9f835a21f48ed00520dc8009506cc9f12dccf24399b2050b1a94 | Créer un workflow inventory à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | f85bd011795cebdc7e387eeaabad0f4121dae5294358764fdc4252a846ce6137 | 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-0750",
"domain": "finance_invoice",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 6cc15f55b0198ad34a6fe7aa3b9be95e130feb547daec99a84fa21698931a962 | mssense_eval_v1_0750 | mssense_controlled_balanced | visual_grounding_governance | f85bd011795cebdc7e387eeaabad0f4121dae5294358764fdc4252a846ce6137 | Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice. | visual_grounding_governance scenario for finance_invoice on database. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 3de065e0585ebf419d7bedee3ffa34928f02b9cccb26d8db7c882eace43f605c | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0751",
"domain": "hr_onboarding",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/hr_onboarding"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.ite... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 00a1bea91cda6542ff5a2f6e6c2177dcc99a79cf858dce7043dd61656edce421 | mssense_eval_v1_0751 | mssense_controlled_balanced | lat_audit | 3de065e0585ebf419d7bedee3ffa34928f02b9cccb26d8db7c882eace43f605c | Auditer un LAT api et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for hr_onboarding on api. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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 | 13b8dd71e3adcc25e64b8aa75f71ffdebbe419074dbd559875c52946d12e9246 | medium | true | null | [] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0752",
"domain": "crm_update",
"modality": "mixed",
"task": "business_rule_extraction"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 780422432c1eacc0bce28725a51d110609b922911c172a81f4c347dff8ab37c5 | mssense_eval_v1_0752 | mssense_controlled_balanced | business_rule_extraction | 13b8dd71e3adcc25e64b8aa75f71ffdebbe419074dbd559875c52946d12e9246 | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 645ab3317d1797f39fbc210143558a3095a3c9ba9f4bbd9949733636e598f604 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0753",
"domain": "procurement",
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} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
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],
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"required_checks": [
"decision_match",
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"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ca56cd068c08ab8cc884cfed89ebc69067a5f07a99e47833c83a3b68f70479be | mssense_eval_v1_0753 | mssense_controlled_balanced | semantic_judgment | 645ab3317d1797f39fbc210143558a3095a3c9ba9f4bbd9949733636e598f604 | Juger si le workflow procurement est complet, cohérent et exécutable. | semantic_judgment scenario for procurement on excel. | null | procurement | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | easy | true | null | [] | VALID | [] | text | {
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},
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"domain": "support_ticket",
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"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": "${ctx.... | real_artefact | {
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"required_checks": [
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"lat_structure_validity",
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]
} | {
"block": "controlled-balanced",
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"source": "controlled_generation"
} | 7d8842a23baaa6e9e563a2fecfc4bac41d2c78794aea9de4dac95cbf41f4b76e | mssense_eval_v1_0754 | mssense_controlled_balanced | workflow_creation | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for support_ticket on file. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 7cc22850df655280c23a1f2ea53e68249a894d669482cc782c833a98775a2853 | medium | true | null | [
"Valeur saisie utilisateur",
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"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | capture | {
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],
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},
"case_id": "CTRL-0755",
"domain": "logistics",
"modality": "capture",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main",
"value": "${ctx.missing_value}"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
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"decision_match",
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"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ff25a1138f630b9558bec22de89bc288cf01823272e78ba77ab658b60b01b997 | mssense_eval_v1_0755 | mssense_controlled_balanced | visual_grounding_governance | 7cc22850df655280c23a1f2ea53e68249a894d669482cc782c833a98775a2853 | Valider le LAT avec grounding visuel et politique de gouvernance pour logistics. | visual_grounding_governance scenario for logistics on mail. | null | logistics | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | f85f27090897c98f916d3ec1af956ca8acb42fc40219f3142cf2cde763095008 | easy | true | null | [] | UNDERSTOOD | [] | demo | {
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},
"case_id": "CTRL-0756",
"domain": "compliance",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
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"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
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"expected_statuses": [],
"required_checks": [
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ea550e65c6a14f4da4953739c8584011cc48dcd62de8519eabd849ed401fa16d | mssense_eval_v1_0756 | mssense_controlled_balanced | clarification_policy | f85f27090897c98f916d3ec1af956ca8acb42fc40219f3142cf2cde763095008 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal web. | clarification_policy scenario for compliance on web. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
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"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 7b3c6eb1159498f9a6650e0471fccad4a7115ac557549353810f6e49f8e39b4d | hard | true | null | [] | VALID | [] | text | {
"assertions": {
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"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0757",
"domain": "insurance_claim",
"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 | {
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"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0b4acd4024c55c74d21a8a8852aaeb1068057db79a7187764ccbbc0768c60e64 | mssense_eval_v1_0757 | mssense_controlled_balanced | business_rule_extraction | 7b3c6eb1159498f9a6650e0471fccad4a7115ac557549353810f6e49f8e39b4d | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on desktop. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
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"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 5f36325b80b9fcd3e6d0f0692de912a2f9bace7c1520a876bf48e13dcf6c2986 | easy | true | null | [] | VALID | [] | mixed | {
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},
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"domain": "sales_ops",
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"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
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"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "VALID",
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"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bc759d56f96b7c75b22ca3910e9420cbecfd64be1e42ad34d4fa7d8c9603b368 | mssense_eval_v1_0758 | mssense_controlled_balanced | business_rule_extraction | 5f36325b80b9fcd3e6d0f0692de912a2f9bace7c1520a876bf48e13dcf6c2986 | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on web. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 0cd42e1de63df9fac550c57d65b62af3d45592aba3b5ee78b9e5329784ffe002 | medium | true | null | [] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
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],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0759",
"domain": "inventory",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
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"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"
} | 6ebd53623b3bb2071e5434f7530e01f526fa43a0e71de2e73d0418fbab076194 | mssense_eval_v1_0759 | mssense_controlled_balanced | clarification_policy | 0cd42e1de63df9fac550c57d65b62af3d45592aba3b5ee78b9e5329784ffe002 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal excel. | clarification_policy scenario for inventory on excel. | null | inventory | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 8556ae19cac4b9a78c281969ee3231cfb55fe89ce9f2fab943f07b24bbef86e8 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0760",
"domain": "finance_invoice",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 8625bcaaa00b7c900545688b96786449e73cf07f70777f20900c188ed7f77c2b | mssense_eval_v1_0760 | mssense_controlled_balanced | semantic_judgment | 8556ae19cac4b9a78c281969ee3231cfb55fe89ce9f2fab943f07b24bbef86e8 | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on file. | null | finance_invoice | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
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"lat_step_ids": [
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"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 236e6c5d6f5987a9143811f96f71fcdc20821ff532e908356098d0b2e835bb5c | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | audio | {
"assertions": {
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"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0761",
"domain": "hr_onboarding",
"modality": "audio",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
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"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
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"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ec48f7b3be55fc24c4585259ff09eb9d1b82bc210e4acfe4197360bda35ffc09 | mssense_eval_v1_0761 | mssense_controlled_balanced | business_rule_extraction | 236e6c5d6f5987a9143811f96f71fcdc20821ff532e908356098d0b2e835bb5c | 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 | [] | desktop | fdb896bd8031ac4852a45e55ff14bb5682be7c3444bbda913519c686d95444c2 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
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"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0762",
"domain": "crm_update",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
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"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 38817ca951dbe3a38b644bc7f19049b44167faebe3dee36970bfbb8853080506 | mssense_eval_v1_0762 | mssense_controlled_balanced | modification_intent | fdb896bd8031ac4852a45e55ff14bb5682be7c3444bbda913519c686d95444c2 | Identifier l’intention de modification contrôlée pour un workflow crm_update. | modification_intent scenario for crm_update on desktop. | 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",
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"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
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... | mail | c13ce98fcb523243e27bd29eac88a4fb050ecc82ca90222a5350d4e16b2521bd | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | demo | {
"assertions": {
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"expected_status": "VALID",
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},
"case_id": "CTRL-0763",
"domain": "procurement",
"modality": "demo",
"task": "business_rule_extraction"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
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"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 238960eaf418344d96651ceb0ba612e473baa0d516ecb3625d849acfc17605b9 | mssense_eval_v1_0763 | mssense_controlled_balanced | business_rule_extraction | c13ce98fcb523243e27bd29eac88a4fb050ecc82ca90222a5350d4e16b2521bd | Extraire les règles métier d’un processus procurement et les rattacher au LAT. | business_rule_extraction scenario for procurement on mail. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 25a9192d6b17b302d948a26320994e69912e42d68816d4013035cb9fa30363b0 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | capture | {
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"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0764",
"domain": "support_ticket",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | d71d6373d7f80dd230754539e16f0a10c8fee60f897c2036a0b85f9f5c49402c | mssense_eval_v1_0764 | mssense_controlled_balanced | semantic_judgment | 25a9192d6b17b302d948a26320994e69912e42d68816d4013035cb9fa30363b0 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on excel. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | ed7361309b999afa1937515f57848c35041bc68958087db2bec0b2ad037f67bc | hard | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
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"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0765",
"domain": "logistics",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
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"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": [
"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"
} | 27de32dc9e74194fc2df6c6c3aab72da8d0d8869dfa3ff5bc4d5bf8546f01242 | mssense_eval_v1_0765 | mssense_controlled_balanced | lat_audit | ed7361309b999afa1937515f57848c35041bc68958087db2bec0b2ad037f67bc | Auditer un LAT desktop et détecter le problème UNRESOLVED_VARIABLE. | lat_audit 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 | [] | desktop | 3dc5fb8a57d01ec96b41977a86aa55586c3a4f685ffe9d33df819b8f20b25237 | 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-0766",
"domain": "compliance",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 0301f67f6d18cc0d827d2c80b65d3e2fece5640ece056236c68f7a0fdab2f225 | mssense_eval_v1_0766 | mssense_controlled_balanced | lat_audit | 3dc5fb8a57d01ec96b41977a86aa55586c3a4f685ffe9d33df819b8f20b25237 | Auditer un LAT desktop et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for compliance on desktop. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | b6bdbeb69d73c2c635fc367cb856f2c967b65625190d96c1d3eb91ba35030e4c | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0767",
"domain": "insurance_claim",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/insurance_claim"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.i... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d2034e1a109cb8b977a8afba9525c18e3653990ffcd242892e3acc73d6c25246 | mssense_eval_v1_0767 | mssense_controlled_balanced | semantic_judgment | b6bdbeb69d73c2c635fc367cb856f2c967b65625190d96c1d3eb91ba35030e4c | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on api. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 7eacde970055b96f341a344a796ab9bdb420fb5f5671de05a4a875f2168dec5b | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0768",
"domain": "sales_ops",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance"... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3f4d4621531c60acdf4a0f8631515bc50fd653d7be6e76eaa6fb9871135d5f6e | mssense_eval_v1_0768 | mssense_controlled_balanced | clarification_policy | 7eacde970055b96f341a344a796ab9bdb420fb5f5671de05a4a875f2168dec5b | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal desktop. | clarification_policy scenario for sales_ops on desktop. | null | sales_ops | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0769",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 32eee4b316f72b426b79e202b3d4098115661207ad479c2e65ed15795a05936a | mssense_eval_v1_0769 | 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 | [] | mail | 72165cfcdc360793da075cd4c23374a8a2a150bb3980eab204942d9899e23b32 | 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-0770",
"domain": "finance_invoice",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 36c6d84642ba9332e41352f023bec4f28cf8ca55313d12cfaf5e74f80e8c3818 | mssense_eval_v1_0770 | mssense_controlled_balanced | visual_grounding_governance | 72165cfcdc360793da075cd4c23374a8a2a150bb3980eab204942d9899e23b32 | Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice. | visual_grounding_governance scenario for finance_invoice on mail. | null | finance_invoice | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 8584f68dacfb8ede496c0a92c5e944bd6ef5a5d7cf5983fd2db6dceb0f879b73 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0771",
"domain": "hr_onboarding",
"modality": "audio",
"task": "workflow_creation"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/hr_onboarding"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.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"
} | bf478b01f8f4a0aadfb165bb0a6f214c4f3cdcda27bca438f3edce987cd5aa69 | mssense_eval_v1_0771 | mssense_controlled_balanced | workflow_creation | 8584f68dacfb8ede496c0a92c5e944bd6ef5a5d7cf5983fd2db6dceb0f879b73 | 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 | [] | excel | e0f053de8a5d1e7edfa9d367a7dd3ed8a5e97f6b6333b82d0cf8ccc67741f2c2 | easy | true | null | [] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0772",
"domain": "crm_update",
"modality": "demo",
"task": "modification_intent"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 51bdf954535774db6a42d2efe66a86508834a6e6c998316016c1863012877b34 | mssense_eval_v1_0772 | mssense_controlled_balanced | modification_intent | e0f053de8a5d1e7edfa9d367a7dd3ed8a5e97f6b6333b82d0cf8ccc67741f2c2 | Identifier l’intention de modification contrôlée pour un workflow crm_update. | modification_intent scenario for crm_update on excel. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 895108a7244525def58c600b237de385e4514ac068305dfbffa5f948d237a0d1 | easy | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0773",
"domain": "procurement",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 719c165fcb3f29fd89180c2b66e4d817584b1fc22912800471a441b8dcedf68e | mssense_eval_v1_0773 | mssense_controlled_balanced | visual_grounding_governance | 895108a7244525def58c600b237de385e4514ac068305dfbffa5f948d237a0d1 | Valider le LAT avec grounding visuel et politique de gouvernance pour procurement. | visual_grounding_governance scenario for procurement on web. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | c566c9ddc77bc4e41a7670e14485e592a13e1a7c7d3f37b92dcf7b0758efcc3e | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0774",
"domain": "support_ticket",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 1cf6ce81c233bef0d0d17c0e9eaa5ba8319b36004ee4b62d5b0aa8bc8151244d | mssense_eval_v1_0774 | mssense_controlled_balanced | semantic_judgment | c566c9ddc77bc4e41a7670e14485e592a13e1a7c7d3f37b92dcf7b0758efcc3e | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on mixed. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | fe81a029757d1f4a13e30f2a9b6f443c7c378f69e4d4e39d32348f471970e57d | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0775",
"domain": "logistics",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 61198cdfb7732613dca156c3b0c5238d9a5bd7845b235a8abdde4679d9f0a33e | mssense_eval_v1_0775 | mssense_controlled_balanced | visual_grounding_governance | fe81a029757d1f4a13e30f2a9b6f443c7c378f69e4d4e39d32348f471970e57d | Valider le LAT avec grounding visuel et politique de gouvernance pour logistics. | visual_grounding_governance scenario for logistics on database. | null | logistics | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 2af56abf08f7604afced8b3371e7b0dec9c951a5902da2ff949c635500e78206 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0776",
"domain": "compliance",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | c177eee1f545d7d27c1430f8fecf5d20b077bbd69b409ee4ca45bc0962964c2c | mssense_eval_v1_0776 | mssense_controlled_balanced | lat_audit | 2af56abf08f7604afced8b3371e7b0dec9c951a5902da2ff949c635500e78206 | Auditer un LAT mixed et détecter le problème AMBIGUITE. | lat_audit scenario for compliance on mixed. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 2d4a149d1a213857ddb032b8ae7c8c1a53bdd0e8084a906423aa26d1db279d24 | easy | 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-0777",
"domain": "insurance_claim",
"modality": "audio",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | c9d68fa9a4ec4bead0a36509143278eb03b030fcfca3379ecbde2c1eaf76e02c | mssense_eval_v1_0777 | mssense_controlled_balanced | visual_grounding_governance | 2d4a149d1a213857ddb032b8ae7c8c1a53bdd0e8084a906423aa26d1db279d24 | Valider le LAT avec grounding visuel et politique de gouvernance pour insurance_claim. | visual_grounding_governance scenario for insurance_claim on desktop. | null | insurance_claim | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | a59563d1015b4eeab599d586b520dbd2f8fb82987592444c3799dfba52c67af5 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0778",
"domain": "sales_ops",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle 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"
} | 427190b04df0e378a8c982fca81ac86dd28466d4d822d9489272eaa210189610 | mssense_eval_v1_0778 | mssense_controlled_balanced | visual_grounding_governance | a59563d1015b4eeab599d586b520dbd2f8fb82987592444c3799dfba52c67af5 | Valider le LAT avec grounding visuel et politique de gouvernance pour sales_ops. | visual_grounding_governance scenario for sales_ops on desktop. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 85f5e08741756f836d51c19705c1ec16121edade599604f3887a2a827b572341 | hard | 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-0779",
"domain": "inventory",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/inventory"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 723f892960669b5c961888df7281e9e746fae05bb5493c3315acfc4106605a2d | mssense_eval_v1_0779 | mssense_controlled_balanced | workflow_creation | 85f5e08741756f836d51c19705c1ec16121edade599604f3887a2a827b572341 | Créer un workflow inventory à partir d’une intention utilisateur en modalité api. | workflow_creation scenario for inventory on api. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | b70da32a5a02612457e690d3639f148c55cb3b95512eeb3dce11f5b57df4e87e | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0780",
"domain": "finance_invoice",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ccc66813480e5471b12a76629bcf36f201651f29db4039c2c38ac4112fe2ddfd | mssense_eval_v1_0780 | mssense_controlled_balanced | workflow_creation | b70da32a5a02612457e690d3639f148c55cb3b95512eeb3dce11f5b57df4e87e | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for finance_invoice on desktop. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | d290d056b3cdbd5ca5c566686e84e7a0dbce8cee995bbc7955f807f0ccf7c621 | easy | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0781",
"domain": "hr_onboarding",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | 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"
} | 7b3618dc969f76ba7801c59e9e8c765e833d3ab5af482d8c998b969f222c0131 | mssense_eval_v1_0781 | mssense_controlled_balanced | lat_audit | d290d056b3cdbd5ca5c566686e84e7a0dbce8cee995bbc7955f807f0ccf7c621 | Auditer un LAT mail et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for hr_onboarding on mail. | null | hr_onboarding | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 9a970358feac1b0824bd1db20fcd570c6e6afc97be4ca7db1d77930705850c0c | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0782",
"domain": "crm_update",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7c6440ac2bca42eeec9356421199c527a794dd71fd69c6fd7665406fdb5fc899 | mssense_eval_v1_0782 | mssense_controlled_balanced | lat_audit | 9a970358feac1b0824bd1db20fcd570c6e6afc97be4ca7db1d77930705850c0c | Auditer un LAT excel et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for crm_update on excel. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | file | 3926056e74c5098e0c616686e093d4535b9981dd0067cde0a5ed7d491181b805 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0783",
"domain": "procurement",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | db4015b6e99f30d3c1b06aa52c872315e2ec0a003856b953bb04c67ad655f464 | mssense_eval_v1_0783 | mssense_controlled_balanced | business_rule_extraction | 3926056e74c5098e0c616686e093d4535b9981dd0067cde0a5ed7d491181b805 | Extraire les règles métier d’un processus procurement et les rattacher au LAT. | business_rule_extraction scenario for procurement on file. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | a30efa04aa046bd3378282161daad1e347b336b61d1ef197588d38577cb53c07 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0784",
"domain": "support_ticket",
"modality": "demo",
"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... | 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"
} | 8600948338aa95a60a6bb5423af2f19fb7f54ac390de45e90c2446c79e3a1fd1 | mssense_eval_v1_0784 | mssense_controlled_balanced | lat_audit | a30efa04aa046bd3378282161daad1e347b336b61d1ef197588d38577cb53c07 | 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 | 7449eda573d76ef374ab4692ea958536ea4f7df2fe31388c7d79f0b50d2003bb | 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-0785",
"domain": "logistics",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d87372da8e64be9031e9cd1a33b627411b70147fc941c2004fe436ef18bcc658 | mssense_eval_v1_0785 | mssense_controlled_balanced | semantic_judgment | 7449eda573d76ef374ab4692ea958536ea4f7df2fe31388c7d79f0b50d2003bb | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on web. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 833bd788c686f4145bdcc5a18331b93a3974ea2267d1c2556db8948af5265458 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0786",
"domain": "compliance",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/compliance"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items"... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b930910a0cf5c6ce7b0ea3affa77065deb4604a62d3ccb316426db656ae7dc65 | mssense_eval_v1_0786 | mssense_controlled_balanced | semantic_judgment | 833bd788c686f4145bdcc5a18331b93a3974ea2267d1c2556db8948af5265458 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on api. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 75e8e9e806927854b43629525bd89aa3b2de3daf0c16c4d2268ba43141cbfe1a | medium | 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-0787",
"domain": "insurance_claim",
"modality": "demo",
"task": "lat_audit"
} | [
{
"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"
} | d7676fed5d544c3dcedf7077e3cead9b61dec89d6d91399df5563c3319c82974 | mssense_eval_v1_0787 | mssense_controlled_balanced | lat_audit | 75e8e9e806927854b43629525bd89aa3b2de3daf0c16c4d2268ba43141cbfe1a | Auditer un LAT web et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for insurance_claim on web. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 650bcd4d9b87396b2c9127db9454251cca4eefc6109e627198ca2f3ccc964795 | 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-0788",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1938d6a8de1762bc6dc70681f5fddb759ea1fa58edd972c661ca027479a3e218 | mssense_eval_v1_0788 | mssense_controlled_balanced | lat_audit | 650bcd4d9b87396b2c9127db9454251cca4eefc6109e627198ca2f3ccc964795 | Auditer un LAT web et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for sales_ops on web. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 20ac131b96f27951a26f194f7fd77c197e19b141e0459eae467753eb26e8a736 | medium | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0789",
"domain": "inventory",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "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"
} | fec5d9c3d3415c9673534b9303b520f97682e1502c4b78107450dd7c7173b6fd | mssense_eval_v1_0789 | mssense_controlled_balanced | clarification_policy | 20ac131b96f27951a26f194f7fd77c197e19b141e0459eae467753eb26e8a736 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal web. | clarification_policy scenario for inventory on web. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 67e4ee67475ff7a8c4b219c19260ea33abfba88357ee69068e4e38d8f71d2cd7 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0790",
"domain": "finance_invoice",
"modality": "mixed",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/finance_invoice"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.i... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | faa8f69c783106314abb9a5606d4631f5ca5f3155d2dc4b78fe540d60ef28085 | mssense_eval_v1_0790 | mssense_controlled_balanced | semantic_judgment | 67e4ee67475ff7a8c4b219c19260ea33abfba88357ee69068e4e38d8f71d2cd7 | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on api. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0791",
"domain": "hr_onboarding",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9dbd08e42b8f674f5f5805f7fe2873c9bdf8d273de07edae7cb3f4717445fee6 | mssense_eval_v1_0791 | mssense_controlled_balanced | workflow_creation | 5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for hr_onboarding on desktop. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 2889e19c47b48a0484423c9002c2975d5bbd1d54edb8c9ef3a919a1fbfc5e778 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0792",
"domain": "crm_update",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9d8e51a83ef48dac2da1f400f661f2ef51ea323ebfa9b2902864a728a8bb8325 | mssense_eval_v1_0792 | mssense_controlled_balanced | visual_grounding_governance | 2889e19c47b48a0484423c9002c2975d5bbd1d54edb8c9ef3a919a1fbfc5e778 | Valider le LAT avec grounding visuel et politique de gouvernance pour crm_update. | visual_grounding_governance 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 | [] | file | 76513552d8cdfddb5973418583f9657ac00fb76c1b4b40dbc2e7a967098eeccb | 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-0793",
"domain": "procurement",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5aba82c1a123e97a7788203a16f522beaaa3da5b45516e6d1f0c4073c0a7e44d | mssense_eval_v1_0793 | mssense_controlled_balanced | lat_audit | 76513552d8cdfddb5973418583f9657ac00fb76c1b4b40dbc2e7a967098eeccb | Auditer un LAT file et détecter le problème CONTRADICTION. | lat_audit scenario for procurement on file. | null | procurement | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e190764faf57781c5913b9b544e9358b0de009fe0b57cb16c1cfe05212bbca63 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0794",
"domain": "support_ticket",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "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"
} | c38cb9877b7345dbd52e9dc04ad44a481b85b7292690e003a628f3b0fc8590f7 | mssense_eval_v1_0794 | mssense_controlled_balanced | clarification_policy | e190764faf57781c5913b9b544e9358b0de009fe0b57cb16c1cfe05212bbca63 | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal web. | clarification_policy scenario for support_ticket on web. | null | support_ticket | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | d88212bdfa585d22e2e2aed69f82f151101eb2495f8d6303471a7b09df434888 | 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-0795",
"domain": "logistics",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "Cust... | 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"
} | 9be56cbb4ff2d1a268173e189b9dfdf92e83d85757425558594f0d579cac1452 | mssense_eval_v1_0795 | mssense_controlled_balanced | semantic_judgment | d88212bdfa585d22e2e2aed69f82f151101eb2495f8d6303471a7b09df434888 | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on desktop. | null | logistics | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 6961dc71ca4b0c7cbdbb7693bda88723d5d226d75ce77b87de8571a0fc242999 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0796",
"domain": "compliance",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 80251aff37fc0ee9145db458ac04e2782ffdd067e9b14804712e4d2e9768f273 | mssense_eval_v1_0796 | mssense_controlled_balanced | workflow_creation | 6961dc71ca4b0c7cbdbb7693bda88723d5d226d75ce77b87de8571a0fc242999 | Créer un workflow compliance à partir d’une intention utilisateur en modalité mail. | workflow_creation scenario for compliance on mail. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 4579a184ca65eb3b1e5755e1b8e122e969058aae157722ff25c401553c53611c | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0797",
"domain": "insurance_claim",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/insurance_claim"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b0ffb433b3f493327e0985260059bd01731777fabe2eede402676f5083054838 | mssense_eval_v1_0797 | mssense_controlled_balanced | business_rule_extraction | 4579a184ca65eb3b1e5755e1b8e122e969058aae157722ff25c401553c53611c | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on web. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 3c1c2505fe2c73a6743d63e383c79ec0d76a6f028c8fdec0da4375d30ba885f3 | 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-0798",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | b77dca065984180cf7840489c311a59a352ec5db078eb3816f0f7d20f6d6ce70 | mssense_eval_v1_0798 | mssense_controlled_balanced | lat_audit | 3c1c2505fe2c73a6743d63e383c79ec0d76a6f028c8fdec0da4375d30ba885f3 | Auditer un LAT desktop et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit 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 | [] | mixed | 6cd5cdf0016edee684e2f1990bf4636ab46b636696f232bd7c4c3f0161542a1a | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0799",
"domain": "inventory",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0e8936d0dbc4804c87f8b2b1788330150054fd9c0eeb4110dbcfa175d37a7c05 | mssense_eval_v1_0799 | mssense_controlled_balanced | lat_audit | 6cd5cdf0016edee684e2f1990bf4636ab46b636696f232bd7c4c3f0161542a1a | Auditer un LAT mixed et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for inventory on mixed. | null | inventory | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | e4451910aa61f9af021d1f79b6ab0316dfb9bc0e31700e21985e8f36eb8a657b | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0800",
"domain": "finance_invoice",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | c343adba5f157c6fb1c2b6f1c9938ee1636676a72ed360a2af649174fdbc592c | mssense_eval_v1_0800 | mssense_controlled_balanced | clarification_policy | e4451910aa61f9af021d1f79b6ab0316dfb9bc0e31700e21985e8f36eb8a657b | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal mixed. | clarification_policy scenario for finance_invoice on mixed. | 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 | [] | desktop | 7e89855848e15acdf54feebf3d9590d74a9332425cb03cbe5a30d495b0597f63 | 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-0801",
"domain": "hr_onboarding",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 348b8759bf2d4fbde1de49b2a0255be1527aa844261d21026114b52e3f9349ab | mssense_eval_v1_0801 | mssense_controlled_balanced | lat_audit | 7e89855848e15acdf54feebf3d9590d74a9332425cb03cbe5a30d495b0597f63 | Auditer un LAT desktop et détecter le problème CONTRADICTION. | lat_audit scenario for hr_onboarding on desktop. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 132a36bd54092ed8c6d563981c719cc895fdd712f07366dc5779d2777f1f41ee | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0802",
"domain": "crm_update",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 26a38fabafac2f847a1890824ed4b24effb34c489a7991e699fc8e353c80e2a7 | mssense_eval_v1_0802 | mssense_controlled_balanced | visual_grounding_governance | 132a36bd54092ed8c6d563981c719cc895fdd712f07366dc5779d2777f1f41ee | Valider le LAT avec grounding visuel et politique de gouvernance pour crm_update. | visual_grounding_governance scenario for crm_update on desktop. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 145dba11156b98f5c208584bd2600b48bacdf5a5872c306172f6fac18c34efd5 | medium | 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-0803",
"domain": "procurement",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main",
"value": "${ctx.missing_value}"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 21cac430ef1550f24c77fd9316348fdea6ec61a1a529f5ff6bcac1d9b4bd0faf | mssense_eval_v1_0803 | mssense_controlled_balanced | semantic_judgment | 145dba11156b98f5c208584bd2600b48bacdf5a5872c306172f6fac18c34efd5 | Juger si le workflow procurement est complet, cohérent et exécutable. | semantic_judgment scenario for procurement on database. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | d2319eeaf86d9136c4944f0e2aff50391ea2aeb11b31b580db77e08d0ae3e8e9 | hard | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0804",
"domain": "support_ticket",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | 2fe64892cbf4b73bc5b512169a92670441ff6709ce79240dcdae09325ba67c80 | mssense_eval_v1_0804 | mssense_controlled_balanced | clarification_policy | d2319eeaf86d9136c4944f0e2aff50391ea2aeb11b31b580db77e08d0ae3e8e9 | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal excel. | clarification_policy scenario for support_ticket on excel. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | ab18324b7478b81e5003587b323524c3e259cd088f9b7ada56f7db73b84491a2 | medium | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0805",
"domain": "logistics",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validit... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c28cf37057000266aea38a6a13cd64b21b8f4600389f1424183cd73988c00a27 | mssense_eval_v1_0805 | mssense_controlled_balanced | clarification_policy | ab18324b7478b81e5003587b323524c3e259cd088f9b7ada56f7db73b84491a2 | 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 | [] | desktop | 1bcd2af694299a3f43dfd3ba8a0826ec67cedfc8503fd9fa9f0a06678fa3cda5 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0806",
"domain": "compliance",
"modality": "capture",
"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... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bac0bb7e3200fdd313314b33ff4144e13c30bd5612d07aa5d7a3cd87977ae912 | mssense_eval_v1_0806 | mssense_controlled_balanced | lat_audit | 1bcd2af694299a3f43dfd3ba8a0826ec67cedfc8503fd9fa9f0a06678fa3cda5 | Auditer un LAT desktop et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for compliance on desktop. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 289589aeb4fc31421aef38eebd9bb339ee74f4e480326196ebcee31e8809c615 | hard | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0807",
"domain": "insurance_claim",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 33ee49d8da537aea71fbdc9f4c1ee9782db5055bdccd7bf6159eafd0b54dc2ee | mssense_eval_v1_0807 | mssense_controlled_balanced | semantic_judgment | 289589aeb4fc31421aef38eebd9bb339ee74f4e480326196ebcee31e8809c615 | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on desktop. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 0d8ed94ed492562fbec1aaf873feaadae8439f255f1ee93c8d3e5921a86078aa | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0808",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"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": "$.items",... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f2a5e9b86aae66e2a2d1efe1d6411da0dc85cfd6c8e423ea0b97394109dd8acb | mssense_eval_v1_0808 | mssense_controlled_balanced | semantic_judgment | 0d8ed94ed492562fbec1aaf873feaadae8439f255f1ee93c8d3e5921a86078aa | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on api. | null | sales_ops | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | mail | ce115e5a3e8ae69a80df99d26ec929ab1932f45de9f4e212727e9e6cfbaa4ff7 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0809",
"domain": "inventory",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1b9076f3661f3286348fac70f72bc34302484267d4916e349a30f2574659f719 | mssense_eval_v1_0809 | mssense_controlled_balanced | business_rule_extraction | ce115e5a3e8ae69a80df99d26ec929ab1932f45de9f4e212727e9e6cfbaa4ff7 | Extraire les règles métier d’un processus inventory et les rattacher au LAT. | business_rule_extraction scenario for inventory on mail. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 578b0d806e4009423ab0e0ca8eddbfce50adbe8c1ecc6631553c7f779a6c76de | hard | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0810",
"domain": "finance_invoice",
"modality": "mixed",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_s... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 74e25ac5d5dfe82160b20d1efa8b42756a187f5d693daf996de9d699767f4e63 | mssense_eval_v1_0810 | mssense_controlled_balanced | clarification_policy | 578b0d806e4009423ab0e0ca8eddbfce50adbe8c1ecc6631553c7f779a6c76de | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal excel. | clarification_policy scenario for finance_invoice on excel. | null | finance_invoice | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | af8a0f21c7f8b1d8b678cae2a9dd3fca03b0f882f53ce81c49b039bf20e1700f | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0811",
"domain": "hr_onboarding",
"modality": "audio",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "${ctx.missing_value}"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"channel": "W... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0ee43fb2f1ebf0c2b4a2390de68ec2d9b553ed50761dc7671dd7f688b3a6e853 | mssense_eval_v1_0811 | mssense_controlled_balanced | semantic_judgment | af8a0f21c7f8b1d8b678cae2a9dd3fca03b0f882f53ce81c49b039bf20e1700f | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on web. | null | hr_onboarding | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0812",
"domain": "crm_update",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "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"
} | 00be6c4a293cac7ecc2c518e70c2415d8e394d50472f46c19df7f816de091cc3 | mssense_eval_v1_0812 | mssense_controlled_balanced | clarification_policy | 94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136 | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal mixed. | clarification_policy scenario for crm_update on mixed. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0813",
"domain": "procurement",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 028dbab27252be0356eb07f49e60d42b511834ba2bc89fd95e7e40359cd94d1d | mssense_eval_v1_0813 | mssense_controlled_balanced | clarification_policy | 9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd | Déterminer si une clarification est nécessaire pour un workflow procurement en canal desktop. | clarification_policy scenario for procurement on desktop. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 75414722a1e32bb8b65899c96a1ba67eaba87cf9ef8e861c58efdb6022a202e4 | 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-0814",
"domain": "support_ticket",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b665cc40a805cd892657b9a07d3e4be3336d5e9f0dc28d443545ba9a438e3fd6 | mssense_eval_v1_0814 | mssense_controlled_balanced | visual_grounding_governance | 75414722a1e32bb8b65899c96a1ba67eaba87cf9ef8e861c58efdb6022a202e4 | Valider le LAT avec grounding visuel et politique de gouvernance pour support_ticket. | visual_grounding_governance scenario for support_ticket on web. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0815",
"domain": "logistics",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | fa2cf4245fe31ea38e3f85a7b66e8ebcfe0bb0c8862554e0fd380fad700ff627 | mssense_eval_v1_0815 | mssense_controlled_balanced | workflow_creation | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | Créer un workflow logistics à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for logistics on excel. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 8af8f284e983b7e5b2316b328547cbe581e0a4175f2a76629e9d809e42bd65ee | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0816",
"domain": "compliance",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "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"
} | a5b38ff47fedbd8eae1a55a3762963b145883e2a3e4fa45b098ba348b9dd4c62 | mssense_eval_v1_0816 | mssense_controlled_balanced | clarification_policy | 8af8f284e983b7e5b2316b328547cbe581e0a4175f2a76629e9d809e42bd65ee | Déterminer si une clarification est nécessaire pour un workflow compliance en canal web. | clarification_policy scenario for compliance on web. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | eb49561c43b2c1bbe6a3734dd63fd3346268ef949254fd055c4737a134a4408d | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0817",
"domain": "insurance_claim",
"modality": "mixed",
"task": "modification_intent"
} | [
{
"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"
} | 588dab0c1d35d60161c75b7c0a60f5ce6f7eb102aa19aef98a539f5f7a8a909c | mssense_eval_v1_0817 | mssense_controlled_balanced | modification_intent | eb49561c43b2c1bbe6a3734dd63fd3346268ef949254fd055c4737a134a4408d | Identifier l’intention de modification contrôlée pour un workflow insurance_claim. | modification_intent scenario for insurance_claim on database. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 77f649e24734fb41699a0643d65ebf61abe069f820f23adc4ad744d5379ad944 | hard | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0818",
"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 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"
} | e123a9c56a4bfe3d6cad07a998517f4ad5039fadb2c69b66382c9b68b4f1d20a | mssense_eval_v1_0818 | mssense_controlled_balanced | clarification_policy | 77f649e24734fb41699a0643d65ebf61abe069f820f23adc4ad744d5379ad944 | 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 étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 17544db2e86f692f76ffbb5801d27b36a8149d9b46d890762e9947622d368961 | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0819",
"domain": "inventory",
"modality": "demo",
"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 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"
} | 5bf002363413969e8541f176066972c9060ada2c16cb238b3976d0cc1c4cb72e | mssense_eval_v1_0819 | mssense_controlled_balanced | clarification_policy | 17544db2e86f692f76ffbb5801d27b36a8149d9b46d890762e9947622d368961 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal desktop. | clarification_policy scenario for inventory on desktop. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 84cc439037a2a0de8f7ece672bfa63cd7390d058125cd736b94b0d710219aa41 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0820",
"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": [
"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"
} | 9915c339afd056ceef826b6d28a194c145320b00ff6a4b669f5f970a8fadf151 | mssense_eval_v1_0820 | mssense_controlled_balanced | semantic_judgment | 84cc439037a2a0de8f7ece672bfa63cd7390d058125cd736b94b0d710219aa41 | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment 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 | [] | database | 84650b542d430cb3d4586f207089d25a9c567140bf62e2922dca0f7be279e746 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0821",
"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": "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"
} | 3c6a1957ed8fc16fad37b7165bbaf035de32cdecd0ceff0e44261b567a726bd8 | mssense_eval_v1_0821 | mssense_controlled_balanced | clarification_policy | 84650b542d430cb3d4586f207089d25a9c567140bf62e2922dca0f7be279e746 | 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 | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 98a7bd6bf2944068b264457d88714530644eba8f5039ef0e6d82ddf01e9a075d | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0822",
"domain": "crm_update",
"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"
} | e3336829aa0c0d5d0606ea10655e406d5f5476b02b3faca7a729be1bdaa7bf32 | mssense_eval_v1_0822 | mssense_controlled_balanced | workflow_creation | 98a7bd6bf2944068b264457d88714530644eba8f5039ef0e6d82ddf01e9a075d | Créer un workflow crm_update à partir d’une intention utilisateur en modalité mixed. | workflow_creation scenario for crm_update on mixed. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 732d5736092941415a57d1b7c603b825fc60345f748c8557adc9a538890703a1 | hard | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0823",
"domain": "procurement",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | f6db171ac79e3f8e54ad4ec453e49bcb16f2137b77a5850164ec59ce01690457 | mssense_eval_v1_0823 | mssense_controlled_balanced | lat_audit | 732d5736092941415a57d1b7c603b825fc60345f748c8557adc9a538890703a1 | Auditer un LAT desktop et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for procurement on desktop. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 27f9f2c3384b242d9d17d16893e6361e601f1762d650713cbafd46f6a195b89b | hard | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0824",
"domain": "support_ticket",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance"... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 34885e003af36ac32d891e066399131e5e02b3e14cf40c7cc2c5199569a52989 | mssense_eval_v1_0824 | mssense_controlled_balanced | clarification_policy | 27f9f2c3384b242d9d17d16893e6361e601f1762d650713cbafd46f6a195b89b | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal excel. | clarification_policy scenario for support_ticket on excel. | null | support_ticket | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 5d0d1e548c53749668cb2ad7c0035a05aa776f50e5f10f92fd29070eb216a869 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0825",
"domain": "logistics",
"modality": "mixed",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "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"
} | 936d7fda815d3cfe968e605487954097f972636edd1fe2893db2af130dd8a90e | mssense_eval_v1_0825 | mssense_controlled_balanced | semantic_judgment | 5d0d1e548c53749668cb2ad7c0035a05aa776f50e5f10f92fd29070eb216a869 | 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 | [] | mixed | a2fe69d3f797a17e404c5e188e661ae2c776cc9ad9792578f91727587eaeb6ca | 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-0826",
"domain": "compliance",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 98e6ded6111de714fc578d1241d0c5e06eceabd9324361ee772daae726adeb1c | mssense_eval_v1_0826 | mssense_controlled_balanced | semantic_judgment | a2fe69d3f797a17e404c5e188e661ae2c776cc9ad9792578f91727587eaeb6ca | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on mixed. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | e64d44fce64628adac05c340795481a2b0a13a19a6b235c1d56df46ec661ea5f | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0827",
"domain": "insurance_claim",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | eeb33cab11ab1363392cfebeea4cf11227f72cbebfd31e854f1095e1fa8bac2d | mssense_eval_v1_0827 | mssense_controlled_balanced | visual_grounding_governance | e64d44fce64628adac05c340795481a2b0a13a19a6b235c1d56df46ec661ea5f | Valider le LAT avec grounding visuel et politique de gouvernance pour insurance_claim. | visual_grounding_governance scenario for insurance_claim on excel. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 9406a4180d1596eef5d204895c11338207d4d567890c6e054fff35b2097b60f6 | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0828",
"domain": "sales_ops",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | 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"
} | 83c680bfac2319d389d4a9e4c23aa5e45479f6160be4424ed227330f0f67d863 | mssense_eval_v1_0828 | mssense_controlled_balanced | visual_grounding_governance | 9406a4180d1596eef5d204895c11338207d4d567890c6e054fff35b2097b60f6 | Valider le LAT avec grounding visuel et politique de gouvernance pour sales_ops. | visual_grounding_governance scenario for sales_ops on mixed. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
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