_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 | [] | desktop | 4e05ed49bea1831b2393441df17bcd16f0f2e5075b89a13bc4c01560cec86b13 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1029",
"domain": "inventory",
"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": [
"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"
} | bd95500684891c3cc8527d27c2275fd4db97bb2acb98b9ea068b28ae8121d782 | mssense_eval_v1_1029 | mssense_controlled_balanced | visual_grounding_governance | 4e05ed49bea1831b2393441df17bcd16f0f2e5075b89a13bc4c01560cec86b13 | Valider le LAT avec grounding visuel et politique de gouvernance pour inventory. | visual_grounding_governance scenario for inventory on desktop. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 8188d8d769df9d4a81b6fcea145db93642dd329ca267fe397c2468ccd7d54c26 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1030",
"domain": "finance_invoice",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_str... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 076674b3237e4304628ba6a64f9fcb1cbfc0affb94ff41e5cd30239e01753ae7 | mssense_eval_v1_1030 | mssense_controlled_balanced | clarification_policy | 8188d8d769df9d4a81b6fcea145db93642dd329ca267fe397c2468ccd7d54c26 | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal file. | clarification_policy scenario for finance_invoice on file. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 290ca7713fa0a3377592a009101fb4fe59b154516485613b428c4682c4be33e3 | hard | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1031",
"domain": "hr_onboarding",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4e4d3c97a66380f3f30ba282a95ffe7470d2d5ac1c235a974fc8dce322e0d4d4 | mssense_eval_v1_1031 | mssense_controlled_balanced | semantic_judgment | 290ca7713fa0a3377592a009101fb4fe59b154516485613b428c4682c4be33e3 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on desktop. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 9172be30e0f3d856a5b12ffb90490a7f7747cbbd23c58675ff77ea50173576db | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1032",
"domain": "crm_update",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 92aecc66ac618cea3f01cce696efd140fb4d2c182ad009334941cbac5fee0883 | mssense_eval_v1_1032 | mssense_controlled_balanced | semantic_judgment | 9172be30e0f3d856a5b12ffb90490a7f7747cbbd23c58675ff77ea50173576db | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment scenario for crm_update on desktop. | null | crm_update | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | d5e01e68d4789a1830312581b7b0796347f65dd34a6f849729dd7938e3fb5e78 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1033",
"domain": "procurement",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 714db114b120067450feefcd8c2661a728c44291a5c17f4551b0a828e4f468e0 | mssense_eval_v1_1033 | mssense_controlled_balanced | lat_audit | d5e01e68d4789a1830312581b7b0796347f65dd34a6f849729dd7938e3fb5e78 | Auditer un LAT desktop et détecter le problème CONTRADICTION. | lat_audit scenario for procurement on desktop. | null | procurement | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 2aebfd3d0420f14e038dd568d94d31d2ed9a63bd13d66dfe66df4d667faf06a0 | 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-1034",
"domain": "support_ticket",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | 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"
} | 3d38c1754a222251f08d852737f9970e8e1b5415543bfbfabdb1ce3a4ff03c61 | mssense_eval_v1_1034 | mssense_controlled_balanced | lat_audit | 2aebfd3d0420f14e038dd568d94d31d2ed9a63bd13d66dfe66df4d667faf06a0 | Auditer un LAT database et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for support_ticket on database. | null | support_ticket | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5a9e2a3d1e5357c53c90852340a27cbeeb3dbeb275f91032d295e9c0cf93fe48 | 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-1035",
"domain": "logistics",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "Cust... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 8b6e665a9f1fef0784c586f4f9ecbc3f299d8fc5b190c9f77bc9d32866d68d0e | mssense_eval_v1_1035 | mssense_controlled_balanced | semantic_judgment | 5a9e2a3d1e5357c53c90852340a27cbeeb3dbeb275f91032d295e9c0cf93fe48 | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on desktop. | null | logistics | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e0a1a259539efa06ed05c5ccad3fc653484fd9bf56ebdf95c62910b517ef7553 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1036",
"domain": "compliance",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | 1d2419be24ec91542509a087887cc59ea3571f0189b63ed9241da325b2aecaa5 | mssense_eval_v1_1036 | mssense_controlled_balanced | clarification_policy | e0a1a259539efa06ed05c5ccad3fc653484fd9bf56ebdf95c62910b517ef7553 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal web. | clarification_policy scenario for compliance on web. | null | compliance | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | dfbcd90daaddfde507d8e697f6603f280954e6b0bc3729f2d5d089f4ee7be993 | hard | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1037",
"domain": "insurance_claim",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/insurance_claim"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0d8155f9d9ad4a805f1b1622597e758a8bfb23b012ddf473432e19b300efa789 | mssense_eval_v1_1037 | mssense_controlled_balanced | visual_grounding_governance | dfbcd90daaddfde507d8e697f6603f280954e6b0bc3729f2d5d089f4ee7be993 | Valider le LAT avec grounding visuel et politique de gouvernance pour insurance_claim. | visual_grounding_governance scenario for insurance_claim on web. | null | insurance_claim | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | f6daf74c20a86a5e67cf79d44e6178d7f258ef4fd7a6cbe4a62599e0ce49c1d5 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1038",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b7d44e26baa95165a6ff386bfca59bcbb0a1a21f54b7933e5d96c6876082843b | mssense_eval_v1_1038 | mssense_controlled_balanced | semantic_judgment | f6daf74c20a86a5e67cf79d44e6178d7f258ef4fd7a6cbe4a62599e0ce49c1d5 | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on web. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | f7591dd7813d4272bbadfe3c020386ec739ca4fee93263f1549ea00c9e51e956 | medium | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1039",
"domain": "inventory",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 32042b101e19f887da2ec9deb6d060b522b8b406afd9eebcb66013a1724f2d8e | mssense_eval_v1_1039 | mssense_controlled_balanced | modification_intent | f7591dd7813d4272bbadfe3c020386ec739ca4fee93263f1549ea00c9e51e956 | Identifier l’intention de modification contrôlée pour un workflow inventory. | modification_intent scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 9bbb9665d6261d3676ac6a3610abe1fb7d8418eb1210de3eff93782a24af3ab9 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1040",
"domain": "finance_invoice",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | b85cd15ab86877d7e9abe5d65940236819891e6cb59d0388455498850170d5f6 | mssense_eval_v1_1040 | mssense_controlled_balanced | clarification_policy | 9bbb9665d6261d3676ac6a3610abe1fb7d8418eb1210de3eff93782a24af3ab9 | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal mail. | clarification_policy scenario for finance_invoice on mail. | null | finance_invoice | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | c3b433c43ba5379092728cde6e64cca20164042bd257301473da5ecf1cded001 | 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-1041",
"domain": "hr_onboarding",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/hr_onboarding"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 431dd4cec69476d6ce405d01db83861080ea0fe2e0f65ad9bbee02d965f5ba44 | mssense_eval_v1_1041 | mssense_controlled_balanced | lat_audit | c3b433c43ba5379092728cde6e64cca20164042bd257301473da5ecf1cded001 | Auditer un LAT web et détecter le problème CONTRADICTION. | lat_audit scenario for hr_onboarding on web. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | c868fb9ab973e2a645cf72c51fe6b94b501ae503d9fad72c85bc6eda493c1ee9 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1042",
"domain": "crm_update",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_s... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 907c715f64cd993e7bb71078a0413021df1b0e1ea7681eddceb2002036bf9ecc | mssense_eval_v1_1042 | mssense_controlled_balanced | clarification_policy | c868fb9ab973e2a645cf72c51fe6b94b501ae503d9fad72c85bc6eda493c1ee9 | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal web. | clarification_policy scenario for crm_update on web. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | a5453a1a863598b8ce7808ac9ddba6cf614bdb5f5cc8df61f72e47ac1ddbb79b | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1043",
"domain": "procurement",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"la... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d18ca8e09839a810eba53028e4fd2e194e9ccc6daf5b585b230281fbeb6a59b2 | mssense_eval_v1_1043 | mssense_controlled_balanced | clarification_policy | a5453a1a863598b8ce7808ac9ddba6cf614bdb5f5cc8df61f72e47ac1ddbb79b | Déterminer si une clarification est nécessaire pour un workflow procurement en canal excel. | clarification_policy scenario for procurement on excel. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 0fd46efc683816af1846bb7b955b5f3b271ed5a1fba231695a821cfa23420f79 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1044",
"domain": "support_ticket",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | afb18b318e8412885b569e8fb563777957a183814a5b5d1115db54059080ae6f | mssense_eval_v1_1044 | mssense_controlled_balanced | workflow_creation | 0fd46efc683816af1846bb7b955b5f3b271ed5a1fba231695a821cfa23420f79 | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for support_ticket on web. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 8bf98a88555a2670456476cb53ece7023109cc1920741f86422af112a1ed735d | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1045",
"domain": "logistics",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5c6143aacafdce44af2160192131717c6c85724e0927b64318ca7dd2d9cd3f42 | mssense_eval_v1_1045 | mssense_controlled_balanced | visual_grounding_governance | 8bf98a88555a2670456476cb53ece7023109cc1920741f86422af112a1ed735d | Valider le LAT avec grounding visuel et politique de gouvernance pour logistics. | visual_grounding_governance scenario for logistics on mail. | null | logistics | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1046",
"domain": "compliance",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | b58c77441c81ab51aa2d643fac18170201c274d12aa88fd2f0e704662f566655 | mssense_eval_v1_1046 | mssense_controlled_balanced | clarification_policy | 94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal mixed. | clarification_policy scenario for compliance on mixed. | null | compliance | null | 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-1047",
"domain": "insurance_claim",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 69a74b14296bfc7496eabdefd208e18449a5a2e4bb06a8cfb532db0309547507 | mssense_eval_v1_1047 | mssense_controlled_balanced | workflow_creation | 6961dc71ca4b0c7cbdbb7693bda88723d5d226d75ce77b87de8571a0fc242999 | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité mail. | workflow_creation scenario for insurance_claim on mail. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | api | 2b116d57c55b01d54eb4674e38ce5c7fbfad53362e520c08a08f87a81a691030 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1048",
"domain": "sales_ops",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/sales_ops"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | real_artefact | {
"expected_decision": "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"
} | 9c325f9d10c720987ffadec5c1474ab449449639a4029c5d33d9b42cfc25918b | mssense_eval_v1_1048 | mssense_controlled_balanced | business_rule_extraction | 2b116d57c55b01d54eb4674e38ce5c7fbfad53362e520c08a08f87a81a691030 | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on api. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 1d3a4b0a85b2f00c51c3b9ba7b282ab21cbebd89fe6643a7c79a81f010226f2b | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1049",
"domain": "inventory",
"modality": "text",
"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": "$.items",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3e1fc1e1e27af6af95b0d9e77468e78aed68a7bbe16dcfd7e9dd51a04e3ef317 | mssense_eval_v1_1049 | mssense_controlled_balanced | workflow_creation | 1d3a4b0a85b2f00c51c3b9ba7b282ab21cbebd89fe6643a7c79a81f010226f2b | Créer un workflow inventory à partir d’une intention utilisateur en modalité api. | workflow_creation scenario for inventory on api. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | ed518cbb425d46f422ab65b4b8b2258161f8f5e149acd91989ed8684c69c0e7c | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1050",
"domain": "finance_invoice",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | 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"
} | 20187c1b1e22d0f96bb2d73be0bde8a6025473fead0b49161481f79192fa313a | mssense_eval_v1_1050 | mssense_controlled_balanced | semantic_judgment | ed518cbb425d46f422ab65b4b8b2258161f8f5e149acd91989ed8684c69c0e7c | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on web. | null | finance_invoice | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | be93616e91a916dd95da4888cd41cf7ec5183cacc3ca6eab1177a6cafc3004da | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1051",
"domain": "hr_onboarding",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/hr_onboarding"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a073612e8eb86f29cab3917d3180bca0ca22a33cbde0a9790aece11a0616d44d | mssense_eval_v1_1051 | mssense_controlled_balanced | business_rule_extraction | be93616e91a916dd95da4888cd41cf7ec5183cacc3ca6eab1177a6cafc3004da | Extraire les règles métier d’un processus hr_onboarding et les rattacher au LAT. | business_rule_extraction scenario for hr_onboarding on web. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 3667d3b0ce54ab9e6117f3cf4ebd8b8bc691822ab648a1fb9d9dceb781cf4fd2 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1052",
"domain": "crm_update",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9bd9712399f2e34ea2073eea62262d7257e78b24009e64e711c44a629aad5ebd | mssense_eval_v1_1052 | mssense_controlled_balanced | lat_audit | 3667d3b0ce54ab9e6117f3cf4ebd8b8bc691822ab648a1fb9d9dceb781cf4fd2 | Auditer un LAT desktop et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for crm_update on desktop. | null | crm_update | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 93274f2bb25d10ca65e54e36944c3489130cc53adbf1cc3198bb703495210d66 | medium | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1053",
"domain": "procurement",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "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"
} | dd57ffa6bb77afffef69665f9ec9ae178d8df5ff4d355d0f8c06371860342aea | mssense_eval_v1_1053 | mssense_controlled_balanced | clarification_policy | 93274f2bb25d10ca65e54e36944c3489130cc53adbf1cc3198bb703495210d66 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal web. | clarification_policy 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 | [] | desktop | b7f5126510eaf1250cb472ec4498f04f9b38326e3e860818a870541d4b112302 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1054",
"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 sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_str... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c48b4698d45450a81d01eed6a2e1919afcdb8e6b5ec8d3ab487dc9994d368bfc | mssense_eval_v1_1054 | mssense_controlled_balanced | clarification_policy | b7f5126510eaf1250cb472ec4498f04f9b38326e3e860818a870541d4b112302 | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal desktop. | clarification_policy scenario for support_ticket on desktop. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 754238d95f20f5b9341f458980e09cb2ea080fdc6365bd22c447310ac2f98cee | medium | true | null | [] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1055",
"domain": "logistics",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struc... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7a1b9246b36ba5e504584c125367cd032aeb5f73588c366d2e3f1cc19898c389 | mssense_eval_v1_1055 | mssense_controlled_balanced | clarification_policy | 754238d95f20f5b9341f458980e09cb2ea080fdc6365bd22c447310ac2f98cee | Déterminer si une clarification est nécessaire pour un workflow logistics en canal database. | clarification_policy 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 | [] | web | 9583cc94e14634ea73a49148a1c4a3cf56a20cd2d5b5d360eafbaa99f02da537 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1056",
"domain": "compliance",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | fd5e41a17f08309eef75a714445b178f0ec45117415c5d44fd7fcef8a5cb61ac | mssense_eval_v1_1056 | mssense_controlled_balanced | semantic_judgment | 9583cc94e14634ea73a49148a1c4a3cf56a20cd2d5b5d360eafbaa99f02da537 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on web. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 7b90e761b30f8ced67060a956d762bc998068f05dccf0b8d2f3a63470d98b2c3 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1057",
"domain": "insurance_claim",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4562e1a5346f24859623d4b20e430b83442dfbc2dd1a14e773a7a3b79e32d12e | mssense_eval_v1_1057 | mssense_controlled_balanced | lat_audit | 7b90e761b30f8ced67060a956d762bc998068f05dccf0b8d2f3a63470d98b2c3 | Auditer un LAT desktop et détecter le problème CONTRADICTION. | lat_audit scenario for insurance_claim on desktop. | null | insurance_claim | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e8bec41ec2a1519071dd173df623c38e15a6f912074107a2df3eb2b4792369c8 | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1058",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle 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"
} | e5bad99df05b605feac69a9685296f794e5b5e9a61783c542340d031c2234816 | mssense_eval_v1_1058 | mssense_controlled_balanced | lat_audit | e8bec41ec2a1519071dd173df623c38e15a6f912074107a2df3eb2b4792369c8 | Auditer un LAT web et détecter le problème PLAN_INCOMPLET. | lat_audit 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 | [] | file | 0aaa627d22cde6181628f72f3ac33f42f76ec0fac0686b4f61bf6ac010d4dfc1 | 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-1059",
"domain": "inventory",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
},
"value": "${ctx.missing_value}"
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${c... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 98bee900ea0fd81e389c3c1e0525ec96e072fec7a25b5621a4f4733e217d5baa | mssense_eval_v1_1059 | mssense_controlled_balanced | lat_audit | 0aaa627d22cde6181628f72f3ac33f42f76ec0fac0686b4f61bf6ac010d4dfc1 | Auditer un LAT file et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for inventory on file. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 748360cec521ffea6a7ca319b0b200bb0bc6c76772fd83c518633798655f3f54 | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1060",
"domain": "finance_invoice",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${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"
} | 5cd9165895863b81af9d6b8b0877860f752e636cdb9f08674b83297271c36f72 | mssense_eval_v1_1060 | mssense_controlled_balanced | visual_grounding_governance | 748360cec521ffea6a7ca319b0b200bb0bc6c76772fd83c518633798655f3f54 | Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice. | visual_grounding_governance 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 | [] | excel | 8c006b32349e1cf12ce4aa7f93604ccf10168f7dcf485839f929315aec6384b0 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1061",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 00431f491e350b146493fdd59a8aa8fc63a9ce0f276055e5987d1062605f23e1 | mssense_eval_v1_1061 | mssense_controlled_balanced | clarification_policy | 8c006b32349e1cf12ce4aa7f93604ccf10168f7dcf485839f929315aec6384b0 | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal excel. | clarification_policy scenario for hr_onboarding on excel. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | be0f659e2196041276f32ebdd98989d0e05d5db45d8cc2971e24f00af302d5ba | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1062",
"domain": "crm_update",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a7f38153538e439382e70bd437458d4212c794365801f7712e58c5c9d845472e | mssense_eval_v1_1062 | mssense_controlled_balanced | semantic_judgment | be0f659e2196041276f32ebdd98989d0e05d5db45d8cc2971e24f00af302d5ba | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment scenario for crm_update on file. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 7e081136e973ca44093a5d02be1d80176be7ec8ab32efbf6842a2d68bffa0f9e | hard | true | null | [] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1063",
"domain": "procurement",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struc... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a72eab015ae9dc88a875325ef384eb912ccb45154026707f27e9743868058399 | mssense_eval_v1_1063 | mssense_controlled_balanced | clarification_policy | 7e081136e973ca44093a5d02be1d80176be7ec8ab32efbf6842a2d68bffa0f9e | Déterminer si une clarification est nécessaire pour un workflow procurement en canal web. | clarification_policy scenario for procurement on web. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | d10be15d3a0b7f665b078ab520c80b6a935563bab003134f1d01de30b35dc0b2 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1064",
"domain": "support_ticket",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${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": [
"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"
} | e6ba1e7c742265783c58c15402ccc32ab5c1bf7aa1d0c9f722be1b8091eb003a | mssense_eval_v1_1064 | mssense_controlled_balanced | lat_audit | d10be15d3a0b7f665b078ab520c80b6a935563bab003134f1d01de30b35dc0b2 | Auditer un LAT file et détecter le problème AMBIGUITE. | lat_audit scenario for support_ticket on file. | 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 | [] | mixed | 6b4960e1624d74bb044de07311689d18160ff8b71407eb6943077a510aa0ad87 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1065",
"domain": "logistics",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | edaafa197fc54c4b391c5febb5a1246b5a6115bed9f5c90713343fd04525fa27 | mssense_eval_v1_1065 | mssense_controlled_balanced | modification_intent | 6b4960e1624d74bb044de07311689d18160ff8b71407eb6943077a510aa0ad87 | Identifier l’intention de modification contrôlée pour un workflow logistics. | modification_intent scenario for logistics on mixed. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | fe56d801ba3ff008ca6304908b6240de2b3a3da4d4021d37d8fba2e104763c8d | easy | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1066",
"domain": "compliance",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/compliance"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items"... | meta_tagged | {
"expected_decision": "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"
} | 721c0afbfe2430acb676c5a272d90253d5486cbac000f7ec0c98cc7bbb1aa300 | mssense_eval_v1_1066 | mssense_controlled_balanced | workflow_creation | fe56d801ba3ff008ca6304908b6240de2b3a3da4d4021d37d8fba2e104763c8d | Créer un workflow compliance à partir d’une intention utilisateur en modalité api. | workflow_creation scenario for compliance on api. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | a5ed9be9484a0860537cb3b8d8fa31bea2ef4087954bb9816df39836d695e3d6 | 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-1067",
"domain": "insurance_claim",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"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"
} | f292cc74781c3148d8d88c814c9227f67a83a12cb7d293a26d7a10444b519203 | mssense_eval_v1_1067 | mssense_controlled_balanced | workflow_creation | a5ed9be9484a0860537cb3b8d8fa31bea2ef4087954bb9816df39836d695e3d6 | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité database. | workflow_creation scenario for insurance_claim on database. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 02f3314616bcf210f6ac47b55a8d83ad2395f0a948e0cc1262dcf78387c52aa1 | 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-1068",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | 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"
} | 661335f649d98e04681b1a54da854ebd57c2da8875280c5fd8ef9ee5258dfcd8 | mssense_eval_v1_1068 | mssense_controlled_balanced | lat_audit | 02f3314616bcf210f6ac47b55a8d83ad2395f0a948e0cc1262dcf78387c52aa1 | Auditer un LAT database et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for sales_ops on database. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | b21ecf88ffb19a6c737950386655a521add7674bd987b8a9428ed7f343891683 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1069",
"domain": "inventory",
"modality": "mixed",
"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": [
"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"
} | 4a6658126de034117f9293868cea5f5d472454a6ce72ce49e272b8316a38b572 | mssense_eval_v1_1069 | mssense_controlled_balanced | semantic_judgment | b21ecf88ffb19a6c737950386655a521add7674bd987b8a9428ed7f343891683 | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on desktop. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 235d85669e5f66174970880f70fbcc80fc0d711b6b389bdf2be606bdc01979c1 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1070",
"domain": "finance_invoice",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4668846969d3f3c59635a84256c2b09067117b10a5a87027550106d5f2b70e28 | mssense_eval_v1_1070 | mssense_controlled_balanced | semantic_judgment | 235d85669e5f66174970880f70fbcc80fc0d711b6b389bdf2be606bdc01979c1 | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on excel. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | c3bbd53a4477ad9ca3a4d980f8e4a3898f7722c82346fab62031bca961253c72 | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1071",
"domain": "hr_onboarding",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 9cff730ad428608161aff1fddf3bdb9a45bb634aebf13bc9d1aa8f86c7fda257 | mssense_eval_v1_1071 | mssense_controlled_balanced | semantic_judgment | c3bbd53a4477ad9ca3a4d980f8e4a3898f7722c82346fab62031bca961253c72 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on mail. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | 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-1072",
"domain": "crm_update",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 27491b11f14cc9b8bf876c72ea5d22a42ce23dbb0caac57ef501566e62fac4e4 | mssense_eval_v1_1072 | mssense_controlled_balanced | workflow_creation | 98a7bd6bf2944068b264457d88714530644eba8f5039ef0e6d82ddf01e9a075d | Créer un workflow crm_update à partir d’une intention utilisateur en modalité mixed. | workflow_creation scenario for crm_update on mixed. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 5a664daa492aef402285b44b19c3ef40d5a56fb1240bedc697c6dc52b949f792 | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1073",
"domain": "procurement",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "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"
} | 4224d4936a94c45051520cd50d4559ca3674ea01677de1d50b06199527461f94 | mssense_eval_v1_1073 | mssense_controlled_balanced | modification_intent | 5a664daa492aef402285b44b19c3ef40d5a56fb1240bedc697c6dc52b949f792 | Identifier l’intention de modification contrôlée pour un workflow procurement. | modification_intent scenario for procurement on web. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | a7630c09ee7cdc7ee0ab770b228cc6781995098b3a8c4d40c3e33a1c1c9bab58 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1074",
"domain": "support_ticket",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | a1722e1cb1f16a075d2790431073d04e9c8a24f05bccef46995cf9f23d6a2aa0 | mssense_eval_v1_1074 | mssense_controlled_balanced | clarification_policy | a7630c09ee7cdc7ee0ab770b228cc6781995098b3a8c4d40c3e33a1c1c9bab58 | 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 | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 0f3d4ec5dc4452972d8ff56796247da8d1a4d1af39368a7b281ef17c84be412a | 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-1075",
"domain": "logistics",
"modality": "demo",
"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"
} | 452b06cb78f9338d61922444f7527190bc29d2c3e3dc874585484b500de66f22 | mssense_eval_v1_1075 | mssense_controlled_balanced | lat_audit | 0f3d4ec5dc4452972d8ff56796247da8d1a4d1af39368a7b281ef17c84be412a | Auditer un LAT desktop et détecter le problème VARIABLE_MANQUANTE. | lat_audit 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 | [] | web | 77e63b271b6c98416c9f89dae4c97cddb3913091a13c6b4b6897d043bbfff4a3 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1076",
"domain": "compliance",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 20a017d096d105c33c14b0822b48ae53a2919c7d87ce37d73c161b58409246cc | mssense_eval_v1_1076 | mssense_controlled_balanced | lat_audit | 77e63b271b6c98416c9f89dae4c97cddb3913091a13c6b4b6897d043bbfff4a3 | Auditer un LAT web et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for compliance on web. | null | compliance | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 841ee2b9151dd806e6619606dd3917e33a4b1b7731ff53ee98f3ac42ecba3ffb | hard | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1077",
"domain": "insurance_claim",
"modality": "audio",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/insurance_claim"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1ead91e0c77e81299516d9ce52a0524f72b6707d04f76edd6f68d07da7dec99c | mssense_eval_v1_1077 | mssense_controlled_balanced | business_rule_extraction | 841ee2b9151dd806e6619606dd3917e33a4b1b7731ff53ee98f3ac42ecba3ffb | 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 | 6d6e07c122dc88c2dee03270dc7a2faf0fc3b3214b245557ffda76d17c539f22 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1078",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_str... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 25e20cb9797c0b670ed3fcd105038c18acd34b343bfe6e13ac6fb9acfd791a2d | mssense_eval_v1_1078 | mssense_controlled_balanced | clarification_policy | 6d6e07c122dc88c2dee03270dc7a2faf0fc3b3214b245557ffda76d17c539f22 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal desktop. | clarification_policy scenario for sales_ops on desktop. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 57a9d58ad9fa5cef0138fd3e417b2c2102e991a23452e27f491d2734a7765390 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1079",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 77459b76076eb11f69822e55dc33881978362af23fdfd984cc90a8fd1ff69b86 | mssense_eval_v1_1079 | mssense_controlled_balanced | workflow_creation | 57a9d58ad9fa5cef0138fd3e417b2c2102e991a23452e27f491d2734a7765390 | Créer un workflow inventory à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for inventory on file. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 010e9699144367c0027d010345165c3b6cae410322955a6c227fcc466a7f238e | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1080",
"domain": "finance_invoice",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c967c3858d530bd93556bf5fc7469675a8e7db6439c08c55f80cae6df8a3d7eb | mssense_eval_v1_1080 | mssense_controlled_balanced | workflow_creation | 010e9699144367c0027d010345165c3b6cae410322955a6c227fcc466a7f238e | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for finance_invoice on web. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1081",
"domain": "hr_onboarding",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9ed5955862a62edbc14d586e270847190728bd5ccd8cbfcd13c8a0ec6b357605 | mssense_eval_v1_1081 | mssense_controlled_balanced | workflow_creation | 238ea886c6774ef178c0051edd80fd2011bab58b492e69af2cca9eaccc84c544 | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for hr_onboarding on file. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 8006bbccce2a314d6aabc6030163d12ae051201675df03b2e31bba0e56c27b93 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1082",
"domain": "crm_update",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ae7d78cf4b5a1f51fec45a83810ec80101d463f76ea6086aa1e00932c5dc7acd | mssense_eval_v1_1082 | mssense_controlled_balanced | lat_audit | 8006bbccce2a314d6aabc6030163d12ae051201675df03b2e31bba0e56c27b93 | Auditer un LAT desktop et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for crm_update on desktop. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5a9e2a3d1e5357c53c90852340a27cbeeb3dbeb275f91032d295e9c0cf93fe48 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
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"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1083",
"domain": "procurement",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "Cust... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 77863e34489c6fdde8a2fef6faff9bc9f90fe2f0a3860f11bac22c728a48f8c8 | mssense_eval_v1_1083 | mssense_controlled_balanced | semantic_judgment | 5a9e2a3d1e5357c53c90852340a27cbeeb3dbeb275f91032d295e9c0cf93fe48 | Juger si le workflow procurement est complet, cohérent et exécutable. | semantic_judgment scenario for procurement on desktop. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 2e313393242cd6117c8e762ecd5bf1f9e9e03e4baf8dd7a8d559e9e7f6580a60 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1084",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | ac4436baae2d5d8d6d71d490723c2e9848407630feb97e3b0f0e99d3856e1a19 | mssense_eval_v1_1084 | mssense_controlled_balanced | semantic_judgment | 2e313393242cd6117c8e762ecd5bf1f9e9e03e4baf8dd7a8d559e9e7f6580a60 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on web. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 2635a6f89b8be64bdda0cf7aadc75700dfd34691a66658f4de400ff99129b064 | medium | true | null | [] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1085",
"domain": "logistics",
"modality": "capture",
"task": "modification_intent"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1ec433e01c6b6e0876a115dbd010c6ea88bf31105706b1b62beed08b6b4bb08c | mssense_eval_v1_1085 | mssense_controlled_balanced | modification_intent | 2635a6f89b8be64bdda0cf7aadc75700dfd34691a66658f4de400ff99129b064 | Identifier l’intention de modification contrôlée pour un workflow logistics. | modification_intent scenario for logistics on excel. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 98727e70f430f78ad667d5bb3a1cd6a58315f81662470b4abff185b34552db7f | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1086",
"domain": "compliance",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${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"
} | 590da43f636368f34c01fe2a1ee753b7f74f51cfa48e914f05efebd518913bb2 | mssense_eval_v1_1086 | mssense_controlled_balanced | workflow_creation | 98727e70f430f78ad667d5bb3a1cd6a58315f81662470b4abff185b34552db7f | 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 | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 045de9b818eb33668675147b7eadbfde52364dba1cbf229441ad6952f3ec3bba | medium | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1087",
"domain": "insurance_claim",
"modality": "demo",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 416e4a7d7a2f2f15a573bb668e73e85769af3876c1085681264308ff3e9bc4eb | mssense_eval_v1_1087 | mssense_controlled_balanced | business_rule_extraction | 045de9b818eb33668675147b7eadbfde52364dba1cbf229441ad6952f3ec3bba | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on excel. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 26de71c13786d30d04837e869a21e1b9ad9d00944c4d6c606b63b3fe76d43f93 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1088",
"domain": "sales_ops",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | 9e036b8793a25ca3cb4325f80a80ae7e0e13b9e5d680a9e3d37290e13e3f0583 | mssense_eval_v1_1088 | mssense_controlled_balanced | visual_grounding_governance | 26de71c13786d30d04837e869a21e1b9ad9d00944c4d6c606b63b3fe76d43f93 | Valider le LAT avec grounding visuel et politique de gouvernance pour sales_ops. | visual_grounding_governance scenario for sales_ops on web. | 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 | [] | file | c44c1cd79752846653d4657bd8cb93ed8d4d1b65dba81d346f26c2da1c468726 | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1089",
"domain": "inventory",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 77f8e6a1a7a355d00283ec21cfcad19e48aac3d32c13a88ab3d0dfc707ca019e | mssense_eval_v1_1089 | mssense_controlled_balanced | visual_grounding_governance | c44c1cd79752846653d4657bd8cb93ed8d4d1b65dba81d346f26c2da1c468726 | Valider le LAT avec grounding visuel et politique de gouvernance pour inventory. | visual_grounding_governance scenario for inventory on file. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 688fcad77b0c8ee92bb300cab0fce7091b931129960737c91b26e2b0f1c16d37 | medium | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1090",
"domain": "finance_invoice",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bec9ecd35531ad62c2e7041da11cf9172f5c89df75e0b4c6aa4327635f722296 | mssense_eval_v1_1090 | mssense_controlled_balanced | workflow_creation | 688fcad77b0c8ee92bb300cab0fce7091b931129960737c91b26e2b0f1c16d37 | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for finance_invoice on desktop. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 8247af5ae0a6c74d9c092a3c0fcca218f25cedaae290166d69f885845b01a8b1 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1091",
"domain": "hr_onboarding",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d3deecb91a1a2702b4ed0f062fecc543ed36dd0ed5902c02f6d9f5aa5cdcbf5c | mssense_eval_v1_1091 | mssense_controlled_balanced | lat_audit | 8247af5ae0a6c74d9c092a3c0fcca218f25cedaae290166d69f885845b01a8b1 | Auditer un LAT mixed et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for hr_onboarding on mixed. | null | hr_onboarding | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 079417619359834ff6f49a4bdb9db89e1933433d7a9dd1d57890e0163b450f0b | easy | true | null | [] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1092",
"domain": "crm_update",
"modality": "demo",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | 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"
} | 20fb77173e64364d4c5de10c9fcc7f5d5bfdbea73d7c7a591bb39d1dd1f6ab24 | mssense_eval_v1_1092 | mssense_controlled_balanced | modification_intent | 079417619359834ff6f49a4bdb9db89e1933433d7a9dd1d57890e0163b450f0b | Identifier l’intention de modification contrôlée pour un workflow crm_update. | modification_intent scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1093",
"domain": "procurement",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a6b6725a8680166b564c26b24dc341cf2da44a7d26c2002bffe478fdffc53c59 | mssense_eval_v1_1093 | mssense_controlled_balanced | workflow_creation | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | Créer un workflow procurement à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for procurement on excel. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 4a72f2f458c37547fe4e70724510e1e22c1fb5259c13221a800a7d69a05e6008 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1094",
"domain": "support_ticket",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_str... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9b14efc1b1fcab34c4aa14150207df214631059fff0802d2484567f5608de7a9 | mssense_eval_v1_1094 | mssense_controlled_balanced | clarification_policy | 4a72f2f458c37547fe4e70724510e1e22c1fb5259c13221a800a7d69a05e6008 | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal mail. | clarification_policy scenario for support_ticket on mail. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 22f2811cdab3c7b9b9a3e81eba29fd5a98fd98c9f4345386e1a8084c57882321 | hard | true | null | [] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1095",
"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": [
"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"
} | 7c2e2b7f0e7f127e41861f002eaa44fca798dbe34f41edf8193bf6ee26154437 | mssense_eval_v1_1095 | mssense_controlled_balanced | clarification_policy | 22f2811cdab3c7b9b9a3e81eba29fd5a98fd98c9f4345386e1a8084c57882321 | Déterminer si une clarification est nécessaire pour un workflow logistics en canal desktop. | clarification_policy scenario for logistics on desktop. | null | logistics | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 74fd46f88ab415bf3d50103e36785041be00d9f039201fede3e0ee111be327c0 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1096",
"domain": "compliance",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance"... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 52dcb14aabeae3c07eda269a0749ff61afa6483aa707885506e2ae5d5e66dcc8 | mssense_eval_v1_1096 | mssense_controlled_balanced | clarification_policy | 74fd46f88ab415bf3d50103e36785041be00d9f039201fede3e0ee111be327c0 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal web. | clarification_policy scenario for compliance on web. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 840533eb35a0daf60ff9fa50e8ea0ad32d1d760e687fe049effe09f5dfa323a4 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1097",
"domain": "insurance_claim",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
},
{
"action": "IfCondition",
"channel": "CON... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3d450b390a87e7ed124d3ce51a88a8dc41bf2caa3ac2e5cea5db615a44a2478e | mssense_eval_v1_1097 | mssense_controlled_balanced | semantic_judgment | 840533eb35a0daf60ff9fa50e8ea0ad32d1d760e687fe049effe09f5dfa323a4 | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on mail. | null | insurance_claim | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 8ea16315a8eaecfba91eaf640de960bf175d24ea57f039f9766d0200ea46d3cc | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1098",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ca99ed3ad6abd3dfb481b39b21aea937af5250ae05561a35e114aa61738ef285 | mssense_eval_v1_1098 | mssense_controlled_balanced | semantic_judgment | 8ea16315a8eaecfba91eaf640de960bf175d24ea57f039f9766d0200ea46d3cc | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on web. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | e089e532b2cacc6014f872d3e4af5f354b8f4fc2300c25bc3668b286c5f0c6e3 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1099",
"domain": "inventory",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main",
"value": "${ctx.missing_value}"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3976eae9c40b475e331d3a66bd41f81e5314b3487df43c987a9abe632ba37fca | mssense_eval_v1_1099 | mssense_controlled_balanced | semantic_judgment | e089e532b2cacc6014f872d3e4af5f354b8f4fc2300c25bc3668b286c5f0c6e3 | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on mail. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 704029725eccf9ead665fedcfc657a44884edcc08c8162879274d47f7165e50d | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1100",
"domain": "finance_invoice",
"modality": "mixed",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f68bfd0081fedb657deed114ef4acf01dc53b0320f9c55bb3a758d43b8b6c1df | mssense_eval_v1_1100 | mssense_controlled_balanced | visual_grounding_governance | 704029725eccf9ead665fedcfc657a44884edcc08c8162879274d47f7165e50d | Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice. | visual_grounding_governance scenario for finance_invoice on desktop. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | f3a2d801eeba95cb1e883720dc20ada6a2fefaa36172bb44069cff477826af58 | medium | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1101",
"domain": "hr_onboarding",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 41cb6348746d9eb6a2f26c758ac5f70cfafb7533f7461adcfcf6ccb3b9119d44 | mssense_eval_v1_1101 | mssense_controlled_balanced | modification_intent | f3a2d801eeba95cb1e883720dc20ada6a2fefaa36172bb44069cff477826af58 | Identifier l’intention de modification contrôlée pour un workflow hr_onboarding. | modification_intent scenario for hr_onboarding on desktop. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 26aa6f27fef82edc18c516797781c9e54afc0cb14bb774d0703e5dbdf858a1cb | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1102",
"domain": "crm_update",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 2ec08673b6c699c86e12b9187a2c196301461b29e453a322ede63c1bbba2b6a6 | mssense_eval_v1_1102 | mssense_controlled_balanced | semantic_judgment | 26aa6f27fef82edc18c516797781c9e54afc0cb14bb774d0703e5dbdf858a1cb | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment 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 | [] | database | 761a0b0582c16fc295b17468cc84ea6c16fb54060d6d4592ab48a4931107ee77 | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1103",
"domain": "procurement",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 65b2755927f53858cb7b6634c6d9c421a22baa459d98fca1db62e4a4795a719e | mssense_eval_v1_1103 | mssense_controlled_balanced | lat_audit | 761a0b0582c16fc295b17468cc84ea6c16fb54060d6d4592ab48a4931107ee77 | Auditer un LAT database et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for procurement on database. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 80c259b99cb4b7e8d12fdade3fa568c1ca53cab640ac18a1a9ce05920abeb87d | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1104",
"domain": "support_ticket",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | daaccdccee8b75b614871d2092ac123b20f9b195ac450439dd5947a17c8a2ea2 | mssense_eval_v1_1104 | mssense_controlled_balanced | semantic_judgment | 80c259b99cb4b7e8d12fdade3fa568c1ca53cab640ac18a1a9ce05920abeb87d | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on web. | null | support_ticket | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | a8e88f82e3aa1dec5f7f22c4cf020f9bcdc229bfeae6ab6be55d3eaa17e88a54 | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1105",
"domain": "logistics",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
},
{
"action": "IfCondition",
"channel": "CON... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d3977b51db238f9be8279c306c26fb6fc9592b302e47ba5df49ebe7bcf267130 | mssense_eval_v1_1105 | mssense_controlled_balanced | lat_audit | a8e88f82e3aa1dec5f7f22c4cf020f9bcdc229bfeae6ab6be55d3eaa17e88a54 | Auditer un LAT mail et détecter le problème CONTRADICTION. | lat_audit scenario for logistics on mail. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 03c4643e6ba6ba9e7240468426613a1050a09f56d5f583ac575982edee5552cb | 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-1106",
"domain": "compliance",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d39855abe349ffc90b3dce5feda143ff0eca8f5d723a4983f1583635f17e7754 | mssense_eval_v1_1106 | mssense_controlled_balanced | lat_audit | 03c4643e6ba6ba9e7240468426613a1050a09f56d5f583ac575982edee5552cb | Auditer un LAT web et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for compliance on web. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | f06abd0c860973707bd034077104881ec58516ca1f9507ba7c9cb8e89606c90a | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1107",
"domain": "insurance_claim",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/insurance_claim"
},
"value": "${ctx.missing_value}"
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2... | 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"
} | 7e80ef5c03c3f36f020361bde9a8d701a0a0f483797771b77a91950b6b58558c | mssense_eval_v1_1107 | mssense_controlled_balanced | lat_audit | f06abd0c860973707bd034077104881ec58516ca1f9507ba7c9cb8e89606c90a | Auditer un LAT api et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for insurance_claim on api. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | f6cb0dcc22819fc18497b792c52ebd88b0a79af8ece4ff6891bd8abcff921c2f | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1108",
"domain": "sales_ops",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c45c3ebaacf27f072016db3e6630de0c24b75d88b3e725d77e8c96ab4a91986a | mssense_eval_v1_1108 | mssense_controlled_balanced | business_rule_extraction | f6cb0dcc22819fc18497b792c52ebd88b0a79af8ece4ff6891bd8abcff921c2f | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on excel. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 85da646a829900d540e3ee0d897c89939e2d7ef135241ee13b9b131bbbc0a12c | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1109",
"domain": "inventory",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 05bb65563b10a90e3fa9f60e0417fbb8c602702e0af77422584aaac367f0acaf | mssense_eval_v1_1109 | mssense_controlled_balanced | semantic_judgment | 85da646a829900d540e3ee0d897c89939e2d7ef135241ee13b9b131bbbc0a12c | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on desktop. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | file | 3926056e74c5098e0c616686e093d4535b9981dd0067cde0a5ed7d491181b805 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1110",
"domain": "finance_invoice",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${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"
} | 2ba6cda690311edaac709b30219ecf31a79e250e4cc0094e189e800c24d7ae24 | mssense_eval_v1_1110 | mssense_controlled_balanced | business_rule_extraction | 3926056e74c5098e0c616686e093d4535b9981dd0067cde0a5ed7d491181b805 | Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT. | business_rule_extraction scenario for finance_invoice on file. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 18c1b1db9b39fbd4d3c509ff4248f6c4ede791cb4400dab13e0c8cb04cf02eeb | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1111",
"domain": "hr_onboarding",
"modality": "mixed",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5fc3a03ee16cd52fdd432d06edce1b3771ca67d69ecad96e3ecec8578370d364 | mssense_eval_v1_1111 | mssense_controlled_balanced | semantic_judgment | 18c1b1db9b39fbd4d3c509ff4248f6c4ede791cb4400dab13e0c8cb04cf02eeb | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on file. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 805616305f954d6a1559e9deb27abe24ac1d229a3f46ba77080fdebb3c52b36f | easy | true | null | [] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1112",
"domain": "crm_update",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "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"
} | 1ec878914083affe6b6ea0a6ee71d13e61699637a8c60fd706ef8ff21f30540a | mssense_eval_v1_1112 | mssense_controlled_balanced | clarification_policy | 805616305f954d6a1559e9deb27abe24ac1d229a3f46ba77080fdebb3c52b36f | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal web. | clarification_policy scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 2fdc74d188610cb133564995630262915f05a126956c14121f26f8d5c8f9ee55 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1113",
"domain": "procurement",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0ddb8f95acdd994f817c740f088ffd1519a7a5fcbf6902911d068e7e5feed1b9 | mssense_eval_v1_1113 | mssense_controlled_balanced | semantic_judgment | 2fdc74d188610cb133564995630262915f05a126956c14121f26f8d5c8f9ee55 | Juger si le workflow procurement est complet, cohérent et exécutable. | semantic_judgment scenario for procurement on web. | null | procurement | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | aa3e61d5ab4d025d8e0b679862676274d2b4e212f62667fef25e47245f9e13d4 | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1114",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 04703e059d5842bf575151aa92ff6d2b4b4b1d83892f2e2f11b1135d9c420ac9 | mssense_eval_v1_1114 | mssense_controlled_balanced | semantic_judgment | aa3e61d5ab4d025d8e0b679862676274d2b4e212f62667fef25e47245f9e13d4 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on excel. | null | support_ticket | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 811da828eabd07c2165eeac06a359ef0a3936ad1b030c733622c21af6c197e61 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1115",
"domain": "logistics",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 592603f25483b8bd4c6820245a16d31ab5e27745547a2913ca26ed2ff788e4dc | mssense_eval_v1_1115 | mssense_controlled_balanced | clarification_policy | 811da828eabd07c2165eeac06a359ef0a3936ad1b030c733622c21af6c197e61 | Déterminer si une clarification est nécessaire pour un workflow logistics en canal mail. | clarification_policy scenario for logistics on mail. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | aee1c5574f2b9737a0fbad30e6361ede5b2adda0cbf2f5b0cc1a04873aabfb02 | hard | true | null | [] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1116",
"domain": "compliance",
"modality": "mixed",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${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"
} | f487d4fcf4aad71a5e3f788ccdf6b88d88835497fa6f61426456d62f67d6df2e | mssense_eval_v1_1116 | mssense_controlled_balanced | business_rule_extraction | aee1c5574f2b9737a0fbad30e6361ede5b2adda0cbf2f5b0cc1a04873aabfb02 | Extraire les règles métier d’un processus compliance et les rattacher au LAT. | business_rule_extraction 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": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | mixed | 9c75d9d40e57642d0869c9fcdd65ea7c91cfd6d50197d9def3e86aaa632ed219 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1117",
"domain": "insurance_claim",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6eab9f0b665dae5d41d55df56f3c8d874f4af0da9240a03fc355da2dfb51bc54 | mssense_eval_v1_1117 | mssense_controlled_balanced | business_rule_extraction | 9c75d9d40e57642d0869c9fcdd65ea7c91cfd6d50197d9def3e86aaa632ed219 | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on mixed. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 41cbc24db84d15dbaafedb9ad51c7edfa5ce78a5914cb3c224add226c5a67323 | easy | true | null | [] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1118",
"domain": "sales_ops",
"modality": "capture",
"task": "modification_intent"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 4cd0e1ff268485b4776371709879d130a934bc053729144cd735d84c9ad4fc64 | mssense_eval_v1_1118 | mssense_controlled_balanced | modification_intent | 41cbc24db84d15dbaafedb9ad51c7edfa5ce78a5914cb3c224add226c5a67323 | Identifier l’intention de modification contrôlée pour un workflow sales_ops. | modification_intent scenario for sales_ops on mixed. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 5d7bb169cb39afc51c05c19e5dcb1cb973338901d07633411f93295d730eed92 | medium | true | null | [] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1119",
"domain": "inventory",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struc... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b72b22e96d33df04198212813f730a45abadb4e4fd40f1c6f2fe9c9cd4488720 | mssense_eval_v1_1119 | mssense_controlled_balanced | clarification_policy | 5d7bb169cb39afc51c05c19e5dcb1cb973338901d07633411f93295d730eed92 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal file. | clarification_policy scenario for inventory on file. | null | inventory | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1120",
"domain": "finance_invoice",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 73c5b53623607571bb6240170d3a8bb4cea01cab0d0f760c2f44fc2598019dcb | mssense_eval_v1_1120 | mssense_controlled_balanced | business_rule_extraction | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT. | business_rule_extraction scenario for finance_invoice on excel. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | file | 026ac7a96aa8268f0e1daa8ebbb4684bd7cafdf6be7e2b6f8af3c367d6af197d | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1121",
"domain": "hr_onboarding",
"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": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 424e8751d632628581a686389dd67a6470010f600c71066b45e6d1a31d87d418 | mssense_eval_v1_1121 | mssense_controlled_balanced | business_rule_extraction | 026ac7a96aa8268f0e1daa8ebbb4684bd7cafdf6be7e2b6f8af3c367d6af197d | Extraire les règles métier d’un processus hr_onboarding et les rattacher au LAT. | business_rule_extraction scenario for hr_onboarding on file. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | f2f0a660c505f92b25adf259b623943cc31abed88fbbd7648dad84571480cbcf | easy | true | null | [] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1122",
"domain": "crm_update",
"modality": "capture",
"task": "modification_intent"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 1aec20d48963cd357c07abf9cf620558499cfe6a4bb5f3760a3cc6390d5c59d4 | mssense_eval_v1_1122 | mssense_controlled_balanced | modification_intent | f2f0a660c505f92b25adf259b623943cc31abed88fbbd7648dad84571480cbcf | 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 | [] | database | 772847720d6736c62b47472027c2abfb326300032f5af9630e8af8022ec84aa0 | medium | 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-1123",
"domain": "procurement",
"modality": "capture",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main",
"value": "${ctx.missing_value}"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c4a53e895dbc816f2e7e88d73441a51459a0c8f8e77c259fbe65e7fcd8da3821 | mssense_eval_v1_1123 | mssense_controlled_balanced | visual_grounding_governance | 772847720d6736c62b47472027c2abfb326300032f5af9630e8af8022ec84aa0 | Valider le LAT avec grounding visuel et politique de gouvernance pour procurement. | visual_grounding_governance scenario for procurement on database. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 09f4d91371662bf1d639b88ca4ad0fcbb20f2e66bdbec955fdf0194a09d0a28a | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1124",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 65095bb7feb809986cb9345c777ff34bd8317eeccabd8ae93be449b92d47a717 | mssense_eval_v1_1124 | mssense_controlled_balanced | semantic_judgment | 09f4d91371662bf1d639b88ca4ad0fcbb20f2e66bdbec955fdf0194a09d0a28a | 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 | 4dedb0a0f84261a8d8f58f77ece0014fe6da09c996599b09d69016420d7cfec0 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1125",
"domain": "logistics",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 744243569c2d5cb1fec9a50871cd5f8b6ca1b390b14d4904aaf0a2cfa397c528 | mssense_eval_v1_1125 | mssense_controlled_balanced | semantic_judgment | 4dedb0a0f84261a8d8f58f77ece0014fe6da09c996599b09d69016420d7cfec0 | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment 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 | 21a8019004e042dc60b2834de4d9cf336d6449cc57041b2b297ba12804b4cb47 | 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-1126",
"domain": "compliance",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | ec2e574282289a9507954bc667ae08bcb8b56d52795470192169968b117341ee | mssense_eval_v1_1126 | mssense_controlled_balanced | semantic_judgment | 21a8019004e042dc60b2834de4d9cf336d6449cc57041b2b297ba12804b4cb47 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment 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 | [] | file | 0c9d6415d2eae34397fb71e44ddd815054be168647ff8355003984dedd5ed6b8 | 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-1127",
"domain": "insurance_claim",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | db97cf81a20db37611873f370162e55203c978de394eb8ac16f56188668c86be | mssense_eval_v1_1127 | mssense_controlled_balanced | visual_grounding_governance | 0c9d6415d2eae34397fb71e44ddd815054be168647ff8355003984dedd5ed6b8 | Valider le LAT avec grounding visuel et politique de gouvernance pour insurance_claim. | visual_grounding_governance scenario for insurance_claim on file. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 9dbb9b913535f622a1b8b29e9a8c5de363367e93f88babecebb200ca9d7d2329 | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1128",
"domain": "sales_ops",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${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"
} | 0c1dc32b84d7fca2e19d3ee0b461f2855e4be447e3313b54c6d84a091d582411 | mssense_eval_v1_1128 | mssense_controlled_balanced | workflow_creation | 9dbb9b913535f622a1b8b29e9a8c5de363367e93f88babecebb200ca9d7d2329 | Créer un workflow sales_ops à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for sales_ops on desktop. | null | sales_ops | null | null | null | null | null |
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