_legacy_fields listlengths 1 1 | benchmark_version stringclasses 1
value | business_rules listlengths 0 3 | channel_family stringclasses 9
values | content_hash stringlengths 64 64 | difficulty stringclasses 3
values | evaluation_only bool 1
class | expected_audit_question stringclasses 187
values | expected_choices listlengths 0 5 ⌀ | expected_decision stringclasses 6
values | expected_issue_types listlengths 0 3 | input_modality stringclasses 5
values | input_payload unknown | lat_candidate listlengths 1 6 | modality_role stringclasses 2
values | oracle dict | provenance unknown | record_hash stringlengths 64 64 | sample_id stringlengths 20 38 | source_dataset stringclasses 3
values | task_family stringclasses 9
values | template_hash stringlengths 64 64 | user_intent stringlengths 2 253 | workflow_summary stringlengths 39 253 | expected_statuses listlengths 1 3 ⌀ | domain stringclasses 10
values | expected_question stringclasses 8
values | augmentation_index int64 1 9 ⌀ | augmentation_method stringclasses 1
value | augmentation_type stringclasses 1
value | lineage_parent_id stringclasses 17
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
[
"content_hash"
] | 1.1-eval | [] | web | 50182ea8d9b9a10f109850db2be94ad2cf832c574478d5a21bb113c62ee7ba41 | 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-1129",
"domain": "inventory",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4f10979b8f644149e46481453beb76af57e80c38641ad0aaad1c7c66b4fc7d93 | mssense_eval_v1_1129 | mssense_controlled_balanced | visual_grounding_governance | 50182ea8d9b9a10f109850db2be94ad2cf832c574478d5a21bb113c62ee7ba41 | Valider le LAT avec grounding visuel et politique de gouvernance pour inventory. | visual_grounding_governance scenario for inventory on web. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | b21b20e5a41ca04654f11f664905ae5e06c7520278db960b7af42780c1129a79 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1130",
"domain": "finance_invoice",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | 72fd93fb3917328d151d95e80ac606648a0c513fb9ab795e2aeec232199c2c7a | mssense_eval_v1_1130 | mssense_controlled_balanced | clarification_policy | b21b20e5a41ca04654f11f664905ae5e06c7520278db960b7af42780c1129a79 | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal web. | clarification_policy scenario for finance_invoice on web. | null | finance_invoice | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 29d858d9b504419a0690dc764c481f21e24b467c6a2c76bff101a99464d0065c | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1131",
"domain": "hr_onboarding",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/hr_onboarding"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 91b8621b7e158db259c8a28866335644572868772e1253658f0180ad8a7443ce | mssense_eval_v1_1131 | mssense_controlled_balanced | workflow_creation | 29d858d9b504419a0690dc764c481f21e24b467c6a2c76bff101a99464d0065c | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for hr_onboarding on web. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 21a21bdae187b7eab8bbf5ebb9c7f96cd3c8710082b756a414acd5a73bf24726 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1132",
"domain": "crm_update",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | 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"
} | 5d3a69b0603e277b86d51e0ac633bbd38af5daea972867fcdbb52ecbf3fea52a | mssense_eval_v1_1132 | mssense_controlled_balanced | workflow_creation | 21a21bdae187b7eab8bbf5ebb9c7f96cd3c8710082b756a414acd5a73bf24726 | Créer un workflow crm_update à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 09c2cc76c5ad2c08a90dda153387018123bf63fd348e485d361b9cf321042d4a | medium | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1133",
"domain": "procurement",
"modality": "mixed",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | f6d5aacb28c2e237d27e73b36d05eac0f04b9af5fd0a086f85e3f723127b22cc | mssense_eval_v1_1133 | mssense_controlled_balanced | clarification_policy | 09c2cc76c5ad2c08a90dda153387018123bf63fd348e485d361b9cf321042d4a | Déterminer si une clarification est nécessaire pour un workflow procurement en canal file. | clarification_policy scenario for procurement on file. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 478947aae5ccec734aba1ed46fce52111759810fab091d8c5ca6b73cb07849c1 | medium | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1134",
"domain": "support_ticket",
"modality": "audio",
"task": "workflow_creation"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 2edde1041c348c218a0178c7e8ada30cdb2dcfd9e8355b72218304b12a88e707 | mssense_eval_v1_1134 | mssense_controlled_balanced | workflow_creation | 478947aae5ccec734aba1ed46fce52111759810fab091d8c5ca6b73cb07849c1 | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité database. | workflow_creation scenario for support_ticket on database. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | b3a9ca02d4b1828c7241f699d57ce03da5c5685a9be85d07a248f565e40da933 | easy | true | null | [] | UNDERSTOOD | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1135",
"domain": "logistics",
"modality": "mixed",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ff2e8e2692f9dfff4262709a3004f978ac7ddfcc718bcd7a4905e1e50ee567df | mssense_eval_v1_1135 | mssense_controlled_balanced | clarification_policy | b3a9ca02d4b1828c7241f699d57ce03da5c5685a9be85d07a248f565e40da933 | Déterminer si une clarification est nécessaire pour un workflow logistics en canal desktop. | clarification_policy scenario for logistics on desktop. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 214c4bac0a869b740808941a6f5b63a2149ec9f87725aa0625b084d7d731a9e7 | medium | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1136",
"domain": "compliance",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f1e96bc2045e9863588319292212cbe4336dbde01448acb200148938add0af61 | mssense_eval_v1_1136 | mssense_controlled_balanced | workflow_creation | 214c4bac0a869b740808941a6f5b63a2149ec9f87725aa0625b084d7d731a9e7 | 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 | [] | file | 78aeb5e09d1b01b0245b0ada0be6a86ed3da2e39b26eb27f19e53d1af660fa20 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1137",
"domain": "insurance_claim",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 43b1efc6421eb8fcc38670143b9f84ee00cdfe5abe124d5a92db2fc085b711f6 | mssense_eval_v1_1137 | mssense_controlled_balanced | lat_audit | 78aeb5e09d1b01b0245b0ada0be6a86ed3da2e39b26eb27f19e53d1af660fa20 | Auditer un LAT file et détecter le problème CONTRADICTION. | lat_audit scenario for insurance_claim on file. | null | insurance_claim | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 3f68f51e2870ef73e33f5b3b0bf8dd67bd62bd9f828271985d2a08e895947a71 | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1138",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 808282a238eefe25e74a96b6934a18dbc49139148e68ece7597370c0608ab8c8 | mssense_eval_v1_1138 | mssense_controlled_balanced | lat_audit | 3f68f51e2870ef73e33f5b3b0bf8dd67bd62bd9f828271985d2a08e895947a71 | Auditer un LAT mail et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for sales_ops on mail. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 5576f3a68f619ea03433191a36b0f7b706df4e079748a8fa259ea8a6092892bf | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1139",
"domain": "inventory",
"modality": "demo",
"task": "modification_intent"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 944af22b70f2ac6ca7a4d6ee89dfa278e8283cbe7219928848b842b5c60d5710 | mssense_eval_v1_1139 | mssense_controlled_balanced | modification_intent | 5576f3a68f619ea03433191a36b0f7b706df4e079748a8fa259ea8a6092892bf | Identifier l’intention de modification contrôlée pour un workflow inventory. | modification_intent scenario for inventory on mail. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 3aa56215feaa5a9638557e6a872b7e66302a21a1ea90255bb655b491ddee70a6 | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1140",
"domain": "finance_invoice",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | 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"
} | 8c290106cef7a2ab0b698659cd5aafdd05868e69f4178eee78f5aa890acf6922 | mssense_eval_v1_1140 | mssense_controlled_balanced | semantic_judgment | 3aa56215feaa5a9638557e6a872b7e66302a21a1ea90255bb655b491ddee70a6 | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on file. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | c97e2a6353dcb12a39f879c8b659c0686d405d9eb05d1eaacc60c2ef5150f3e6 | medium | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1141",
"domain": "hr_onboarding",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validit... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3ef707c7f3afe26db75befb8c927bf2a88fe9d5e723ebedbe4a23d0ddb711c89 | mssense_eval_v1_1141 | mssense_controlled_balanced | clarification_policy | c97e2a6353dcb12a39f879c8b659c0686d405d9eb05d1eaacc60c2ef5150f3e6 | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal web. | clarification_policy scenario for hr_onboarding on web. | null | hr_onboarding | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 9322cac89966aedd9a7cd1c3bc0a91b40dcf8f0a8a343aab5f4118a171aaa5f5 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1142",
"domain": "crm_update",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7fc73800016cdfca08c421bdf403215831fb9427620057aff8f40051a5e37cb3 | mssense_eval_v1_1142 | mssense_controlled_balanced | business_rule_extraction | 9322cac89966aedd9a7cd1c3bc0a91b40dcf8f0a8a343aab5f4118a171aaa5f5 | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on desktop. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | ac33ba5ddf1f67abb0a45439150f5d186db8f79d32ae470dd8df316065434e9f | hard | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1143",
"domain": "procurement",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/procurement"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items... | meta_tagged | {
"expected_decision": "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"
} | 97f7a361a0e570f2f088b53be7df0059a1cabdebdd86f82849b7302ea6e44c6d | mssense_eval_v1_1143 | mssense_controlled_balanced | lat_audit | ac33ba5ddf1f67abb0a45439150f5d186db8f79d32ae470dd8df316065434e9f | Auditer un LAT api et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for procurement on api. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | d80b41dd211bbba8708b1c5e99db7d4862256f196046de755d5c472eb59ed956 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1144",
"domain": "support_ticket",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 55c9ffa380dd2ca527b72c54475b8d39eec9fd84526598cbf2183cb456c7a0e4 | mssense_eval_v1_1144 | mssense_controlled_balanced | visual_grounding_governance | d80b41dd211bbba8708b1c5e99db7d4862256f196046de755d5c472eb59ed956 | Valider le LAT avec grounding visuel et politique de gouvernance pour support_ticket. | visual_grounding_governance scenario for support_ticket on web. | null | support_ticket | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 07e59c9089ad90b90af128be1c2032ae98a51640145d786add13b2327ff16d89 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1145",
"domain": "logistics",
"modality": "demo",
"task": "modification_intent"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0b499691261b985ca9296511f465bbe4ab6a0676c42d3d171ca0d47b74b9cc22 | mssense_eval_v1_1145 | mssense_controlled_balanced | modification_intent | 07e59c9089ad90b90af128be1c2032ae98a51640145d786add13b2327ff16d89 | Identifier l’intention de modification contrôlée pour un workflow logistics. | modification_intent scenario for logistics on desktop. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1146",
"domain": "compliance",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 95a9e07fad8aa8027213571a4a7e87630e0b9f958bd36b716b2789133c814dc0 | mssense_eval_v1_1146 | mssense_controlled_balanced | workflow_creation | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | Créer un workflow compliance à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for compliance on excel. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 89bb6ef58a999580a43eb7c9c0cfcec75acf5303a2128a1e5bec2c5f6505061a | 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-1147",
"domain": "insurance_claim",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
},
"value": "${ctx.missing_value}"
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${c... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 684c3d74507b038a91d4c9a11b14019d6697a4461fbf794041d44b53cabeaf83 | mssense_eval_v1_1147 | mssense_controlled_balanced | lat_audit | 89bb6ef58a999580a43eb7c9c0cfcec75acf5303a2128a1e5bec2c5f6505061a | Auditer un LAT file et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for insurance_claim on file. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | f54c11607f0b298291fa1c57774a3e7aa7a81b9381bca94b0e701dce83a741de | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1148",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle 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"
} | 361da404fc034c362a38429e98324b591f68f1c65892c3993ca1cefa6339c5f7 | mssense_eval_v1_1148 | mssense_controlled_balanced | semantic_judgment | f54c11607f0b298291fa1c57774a3e7aa7a81b9381bca94b0e701dce83a741de | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on web. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 9322cac89966aedd9a7cd1c3bc0a91b40dcf8f0a8a343aab5f4118a171aaa5f5 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1149",
"domain": "inventory",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3647da575393bb2a6578fae5202565ce11154671ce8dd4a0a21b2f7388ad046c | mssense_eval_v1_1149 | mssense_controlled_balanced | business_rule_extraction | 9322cac89966aedd9a7cd1c3bc0a91b40dcf8f0a8a343aab5f4118a171aaa5f5 | Extraire les règles métier d’un processus inventory et les rattacher au LAT. | business_rule_extraction scenario for inventory on desktop. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | f4b92a5919761ff3a0a407aebb81773b84dd5c667c726f0258c7c49bfc298f7a | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1150",
"domain": "finance_invoice",
"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": [
"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"
} | 8ad6ef5089b81c8cf773a57e016f9d20660522e52db93153bfd4ec8f4152ab91 | mssense_eval_v1_1150 | mssense_controlled_balanced | semantic_judgment | f4b92a5919761ff3a0a407aebb81773b84dd5c667c726f0258c7c49bfc298f7a | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on desktop. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 048e327eeeaa01afa6315cea5bb505b53152b80e125b95ece01ef971802b6f0c | hard | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1151",
"domain": "hr_onboarding",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0fd366b308c6d0c58b059a4a52205fad4d63a01789068241b9728eb659a6612b | mssense_eval_v1_1151 | mssense_controlled_balanced | visual_grounding_governance | 048e327eeeaa01afa6315cea5bb505b53152b80e125b95ece01ef971802b6f0c | Valider le LAT avec grounding visuel et politique de gouvernance pour hr_onboarding. | visual_grounding_governance scenario for hr_onboarding on web. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | c1d793449db6cdb367342a78887058d55ad0cf61303617f329516334667b96f4 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1152",
"domain": "crm_update",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${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"
} | 07f950ccd1f9ac4e8141420857a98a8c894e89b97f1b5843a3501bc1677c756e | mssense_eval_v1_1152 | mssense_controlled_balanced | lat_audit | c1d793449db6cdb367342a78887058d55ad0cf61303617f329516334667b96f4 | Auditer un LAT file et détecter le problème AMBIGUITE. | lat_audit scenario for crm_update on file. | null | crm_update | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | d5ef0db0cdb6667ca21f7caf7b8e3f94db53d650b73f775d88828560d2279bfa | 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-1153",
"domain": "procurement",
"modality": "text",
"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",
... | 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"
} | d458c948dd4922055c60f14b31b4c52f439960c60dc34365b9559b45842964a2 | mssense_eval_v1_1153 | mssense_controlled_balanced | semantic_judgment | d5ef0db0cdb6667ca21f7caf7b8e3f94db53d650b73f775d88828560d2279bfa | 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 | [] | database | dfd792635f0a046938c896418cc0585294b26b850838b61bca5ad36667d80514 | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1154",
"domain": "support_ticket",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | cc3ef581ee9a7dd9800bc0acd2883ddfc9f4c7473b836f60aee689eb4544e271 | mssense_eval_v1_1154 | mssense_controlled_balanced | lat_audit | dfd792635f0a046938c896418cc0585294b26b850838b61bca5ad36667d80514 | 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 | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | mail | ce115e5a3e8ae69a80df99d26ec929ab1932f45de9f4e212727e9e6cfbaa4ff7 | medium | true | null | [
"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-1155",
"domain": "logistics",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f9a1ce3461a1396f41a0bc798a1828d1a022426a70b1a45b8124bff53b993b9f | mssense_eval_v1_1155 | mssense_controlled_balanced | business_rule_extraction | ce115e5a3e8ae69a80df99d26ec929ab1932f45de9f4e212727e9e6cfbaa4ff7 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on mail. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 7060557b680145f01c5f6787b6e38756160d124218df4872ee4c7fa49da3fab3 | 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-1156",
"domain": "compliance",
"modality": "demo",
"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": "${ctx.... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e56783da028b927f3ffbcd13b2cbe74c0d2fd3d8d14328e1fb43d56f5fa81796 | mssense_eval_v1_1156 | mssense_controlled_balanced | lat_audit | 7060557b680145f01c5f6787b6e38756160d124218df4872ee4c7fa49da3fab3 | Auditer un LAT file et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for compliance on file. | null | compliance | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 85da646a829900d540e3ee0d897c89939e2d7ef135241ee13b9b131bbbc0a12c | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1157",
"domain": "insurance_claim",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0448858dae9028ed5594d58a2c30f637757e550e6831a76da51ad98c856e50e6 | mssense_eval_v1_1157 | mssense_controlled_balanced | semantic_judgment | 85da646a829900d540e3ee0d897c89939e2d7ef135241ee13b9b131bbbc0a12c | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on desktop. | null | insurance_claim | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1158",
"domain": "sales_ops",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 2445b7a7f270325408946aaed61a21b42a4e69a910dca6aaf2e1a49eba826d4c | mssense_eval_v1_1158 | mssense_controlled_balanced | business_rule_extraction | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | 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 | [] | database | f29423171952e90ff8136cde6f352d33d63738aeaad82dd1f7e728b0069cb1bd | hard | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1159",
"domain": "inventory",
"modality": "audio",
"task": "semantic_judgment"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 2d00ada5b27a880401ce52d428b0b62736bbd4e5c5669b487f01f4878a7b93b0 | mssense_eval_v1_1159 | mssense_controlled_balanced | semantic_judgment | f29423171952e90ff8136cde6f352d33d63738aeaad82dd1f7e728b0069cb1bd | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on database. | null | inventory | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 84a152dff9d10e92d2aadb1fc1aa9a528989b2064e4ad0422fb68c51eaa196ba | medium | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1160",
"domain": "finance_invoice",
"modality": "demo",
"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": "${ctx.... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | af865dfe948b0c6f2d424b5536a059d8eec12f5a16c3868665ecec8b463a3d96 | mssense_eval_v1_1160 | mssense_controlled_balanced | workflow_creation | 84a152dff9d10e92d2aadb1fc1aa9a528989b2064e4ad0422fb68c51eaa196ba | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for finance_invoice on file. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | d25e31f102189772eba4e1a1265b3294825a000cfba533769d8548a59f5cc1e7 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1161",
"domain": "hr_onboarding",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 912292ab364d55a18d874924da7cc893b509ae59be667fe88e4b8b5f5eb13778 | mssense_eval_v1_1161 | mssense_controlled_balanced | semantic_judgment | d25e31f102189772eba4e1a1265b3294825a000cfba533769d8548a59f5cc1e7 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on mixed. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1162",
"domain": "crm_update",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3d622dbf4fff9f58fbb6b109b16f87f641e18d8c041455c17c30451916a36270 | mssense_eval_v1_1162 | mssense_controlled_balanced | clarification_policy | 9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal desktop. | clarification_policy scenario for crm_update on desktop. | 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-1163",
"domain": "procurement",
"modality": "capture",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main",
"value": "${ctx.missing_value}"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | fb527d867faae404a86f2834a99adb6df83cf0cf8de62e8849b84aabf2508923 | mssense_eval_v1_1163 | mssense_controlled_balanced | visual_grounding_governance | 772847720d6736c62b47472027c2abfb326300032f5af9630e8af8022ec84aa0 | Valider le LAT avec grounding visuel et politique de gouvernance pour procurement. | visual_grounding_governance scenario for procurement on database. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 87c06bcddb10d4ca1270070623ca04c3d711fc3797e45b7695b9e8de913fba47 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1164",
"domain": "support_ticket",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | dfcf50ed5bd83e6f22fd607531e162d35e2bad40a2e26e85fa0e31bbc60606af | mssense_eval_v1_1164 | mssense_controlled_balanced | clarification_policy | 87c06bcddb10d4ca1270070623ca04c3d711fc3797e45b7695b9e8de913fba47 | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal file. | clarification_policy scenario for support_ticket on file. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 8a3b99b9781db171aef1f75b04ec205303b51f2fe43e405727d1427c000c37e4 | 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-1165",
"domain": "logistics",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 55c7bd723ab3e90d236a51d1cf40057791fdf2a53ad8635fa59d2d887b9d8634 | mssense_eval_v1_1165 | mssense_controlled_balanced | lat_audit | 8a3b99b9781db171aef1f75b04ec205303b51f2fe43e405727d1427c000c37e4 | Auditer un LAT web et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for logistics on web. | null | logistics | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 43fca204cd327d042358f9ec72f79eef5f3726aebc5be827947da9d47de7917a | easy | true | null | [] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1166",
"domain": "compliance",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9849afc93437375b22d24845003c9f2d7c8a4778acba0d2ee262c880484ddd3f | mssense_eval_v1_1166 | mssense_controlled_balanced | clarification_policy | 43fca204cd327d042358f9ec72f79eef5f3726aebc5be827947da9d47de7917a | Déterminer si une clarification est nécessaire pour un workflow compliance en canal desktop. | clarification_policy scenario for compliance on desktop. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 0e5940e5093bdcf0329adb14c02e7c802e37f8015a6fe4896b08e72d8b0df01a | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
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"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1167",
"domain": "insurance_claim",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c6aa38e17e8f5d5a452586a663783866df6648ba666fd689cf6aa5b5b992dd28 | mssense_eval_v1_1167 | mssense_controlled_balanced | lat_audit | 0e5940e5093bdcf0329adb14c02e7c802e37f8015a6fe4896b08e72d8b0df01a | Auditer un LAT excel et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for insurance_claim on excel. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 8813ad953652d43d8a65927513798faaacef91ef41b118be372f741bbfc25889 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1168",
"domain": "sales_ops",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 6cb24c75fe24ede603a10bbbd079ad52f3d89d3341fa9921f0b9e1d301aad414 | mssense_eval_v1_1168 | mssense_controlled_balanced | semantic_judgment | 8813ad953652d43d8a65927513798faaacef91ef41b118be372f741bbfc25889 | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on desktop. | null | sales_ops | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"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": {
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"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1169",
"domain": "inventory",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d87c6fa484c7680474b4f87431887f15a6d5d7f1a3b0a8dbafbab1c5061114bc | mssense_eval_v1_1169 | mssense_controlled_balanced | lat_audit | 7b90e761b30f8ced67060a956d762bc998068f05dccf0b8d2f3a63470d98b2c3 | Auditer un LAT desktop et détecter le problème CONTRADICTION. | lat_audit scenario for inventory on desktop. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | da9e31e8546669018f246ef288de5bf47e16ce476bb465086c63f910587137a6 | medium | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1170",
"domain": "finance_invoice",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 08a28a17c09e5eb6cf5c058801826f05878722c5f21d2f5882c9aac9ff8aa2d2 | mssense_eval_v1_1170 | mssense_controlled_balanced | workflow_creation | da9e31e8546669018f246ef288de5bf47e16ce476bb465086c63f910587137a6 | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité mixed. | workflow_creation scenario for finance_invoice on mixed. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | ced9d19ea905fee85dc534e6e33234c4a52122d264beff59e78a3f3286f6990c | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
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"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1171",
"domain": "hr_onboarding",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "${ctx.missing_value}"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"channel": "W... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 68f4356259419d80320bc61270efc8687bea05588caa5dc7c724bf47debeb8a4 | mssense_eval_v1_1171 | mssense_controlled_balanced | semantic_judgment | ced9d19ea905fee85dc534e6e33234c4a52122d264beff59e78a3f3286f6990c | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on web. | null | hr_onboarding | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 409744f8842d9923f7be353c23d761fe9a0b04d9a622ffed0b697991c7ce6d12 | easy | true | null | [] | UNDERSTOOD | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1172",
"domain": "crm_update",
"modality": "mixed",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "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"
} | 6b95b09059adb58c1fd7a55e1802fddb5ba9d02e1d5267d88e193a2e1360b941 | mssense_eval_v1_1172 | mssense_controlled_balanced | clarification_policy | 409744f8842d9923f7be353c23d761fe9a0b04d9a622ffed0b697991c7ce6d12 | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal file. | clarification_policy scenario for crm_update on file. | null | crm_update | 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 | b36b80fd7b720bc4a23d9379e84dff4dda982ff6a467cbeb53460f66269a4bcd | hard | true | null | [] | VALID | [] | text | {
"assertions": {
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"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1173",
"domain": "procurement",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c14a9f6c2450f9b3f3a5b38e7987ef909dc793e1d950fc831297e629ef0a4f0d | mssense_eval_v1_1173 | mssense_controlled_balanced | business_rule_extraction | b36b80fd7b720bc4a23d9379e84dff4dda982ff6a467cbeb53460f66269a4bcd | Extraire les règles métier d’un processus procurement et les rattacher au LAT. | business_rule_extraction scenario for procurement on file. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 81d52316af8ab2eed73840e86a26affce0ace4a81163a58aa157266d1fe3c5b0 | hard | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1174",
"domain": "support_ticket",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | 7518a7c1ce4224b42f55801c924d201770528b5d18fad3e2e37a62d4ace17053 | mssense_eval_v1_1174 | mssense_controlled_balanced | clarification_policy | 81d52316af8ab2eed73840e86a26affce0ace4a81163a58aa157266d1fe3c5b0 | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal excel. | clarification_policy scenario for support_ticket on excel. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 647b8dc634dbc48f868a3a457ee371b15c5a43a0c97e8f49662ec58b43bf4084 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1175",
"domain": "logistics",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5f16cde7b5eaf50c037401dae0257e5b4a2e7edc3e15a500c92d71a7c0121176 | mssense_eval_v1_1175 | mssense_controlled_balanced | business_rule_extraction | 647b8dc634dbc48f868a3a457ee371b15c5a43a0c97e8f49662ec58b43bf4084 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on web. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5f5f7a772725f27dc272a4de470c6a790aec3b7992de6cc9144f9ca6f3152097 | easy | true | null | [] | UNDERSTOOD | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1176",
"domain": "compliance",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 2bfdbaa10444d9fea1ba359b07030f06037ee67e921882b828ce61927eb93f77 | mssense_eval_v1_1176 | mssense_controlled_balanced | clarification_policy | 5f5f7a772725f27dc272a4de470c6a790aec3b7992de6cc9144f9ca6f3152097 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal desktop. | clarification_policy scenario for compliance on desktop. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 5e9320457ccf6ef4d6b80757bbba7974ef461aa0e12afe1449ca1e92ff78338a | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1177",
"domain": "insurance_claim",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 0260a2b1f026c8664691d85bae2274457255a629f5220bb5075ef86533180ad1 | mssense_eval_v1_1177 | mssense_controlled_balanced | visual_grounding_governance | 5e9320457ccf6ef4d6b80757bbba7974ef461aa0e12afe1449ca1e92ff78338a | Valider le LAT avec grounding visuel et politique de gouvernance pour insurance_claim. | visual_grounding_governance scenario for insurance_claim on excel. | null | insurance_claim | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 7c967132fd272bc304e057ae88e47833502099ba487ce2c8e75528fe88b96b69 | easy | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1178",
"domain": "sales_ops",
"modality": "capture",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | be59efbd78aa57fbd308d835836664497fe44d1fd7f7c8c7c9899d2c123f6b9e | mssense_eval_v1_1178 | mssense_controlled_balanced | business_rule_extraction | 7c967132fd272bc304e057ae88e47833502099ba487ce2c8e75528fe88b96b69 | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on excel. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 474615923c8573ec874f2398962725a6286bd0d0beca76a78ce0739e2ad14e32 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1179",
"domain": "inventory",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"la... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6b2a90bfd8eebb48c838e8daecbf10dfa979a9d6f3b6145e7e09d8eab99ca7d7 | mssense_eval_v1_1179 | mssense_controlled_balanced | clarification_policy | 474615923c8573ec874f2398962725a6286bd0d0beca76a78ce0739e2ad14e32 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal desktop. | clarification_policy scenario for inventory on desktop. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 68617ba6deebab8eee619e9bed2931a8e5c067a59142e481a5dcaa230064427b | easy | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1180",
"domain": "finance_invoice",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | be4585748d9aa10b670b80579e8395acd2862835e01c60ba7e21de6bd9329d95 | mssense_eval_v1_1180 | mssense_controlled_balanced | workflow_creation | 68617ba6deebab8eee619e9bed2931a8e5c067a59142e481a5dcaa230064427b | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for finance_invoice on desktop. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 062a7c4037beaf5d23e30a75aec50cae9eb95f59b82fd422dc53225d158bdb48 | easy | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1181",
"domain": "hr_onboarding",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | a235131881586eda58848e0b9c14ed396f523a6eaab4266a12fb6af2b9230520 | mssense_eval_v1_1181 | mssense_controlled_balanced | semantic_judgment | 062a7c4037beaf5d23e30a75aec50cae9eb95f59b82fd422dc53225d158bdb48 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on mixed. | null | hr_onboarding | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | b7fab91be101b68c831907f9fc67ea40a819dfc9ee9afe6d631f1717116ecf92 | easy | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1182",
"domain": "crm_update",
"modality": "audio",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 2efee96d32ed53bb6ddf4bd9368379a8d6af6a478b1c6a0b9b04147b2bbc23bb | mssense_eval_v1_1182 | mssense_controlled_balanced | workflow_creation | b7fab91be101b68c831907f9fc67ea40a819dfc9ee9afe6d631f1717116ecf92 | Créer un workflow crm_update à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 952c48c02fb549e6d4babe8fdd334293d3e8900e6f9fb67f7e94732d27afe95d | medium | true | null | [] | QUESTION | [
"INCONSISTENT_FLOW"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1183",
"domain": "procurement",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | 5b1c2ecee3a5563bc37720d3d47efcd26fbfe5f2979acf4bade87e07c1797dd7 | mssense_eval_v1_1183 | mssense_controlled_balanced | clarification_policy | 952c48c02fb549e6d4babe8fdd334293d3e8900e6f9fb67f7e94732d27afe95d | Déterminer si une clarification est nécessaire pour un workflow procurement en canal mail. | clarification_policy scenario for procurement on mail. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | a391afdd4263d0ac49bc8dd027116e16cca00714a4f229b8a1d0bfdd96427c7b | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1184",
"domain": "support_ticket",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c4d8a623f7143e113870d8059b5a28508c114e186bbd3734d76c188857ba0e2a | mssense_eval_v1_1184 | mssense_controlled_balanced | lat_audit | a391afdd4263d0ac49bc8dd027116e16cca00714a4f229b8a1d0bfdd96427c7b | Auditer un LAT web et détecter le problème AMBIGUITE. | lat_audit scenario for support_ticket on web. | null | support_ticket | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | baa1e3170e82289bb410387dec29e55228613be4e44f60c682cb50a509f44ba4 | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1185",
"domain": "logistics",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5ac93064e8b274c2d00c208bd384562f483131991174d579930924e849bde0d9 | mssense_eval_v1_1185 | mssense_controlled_balanced | lat_audit | baa1e3170e82289bb410387dec29e55228613be4e44f60c682cb50a509f44ba4 | Auditer un LAT web et détecter le problème CONTRADICTION. | lat_audit scenario for logistics on web. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 8759b3ec0dbb1ad49bbbdd009328868dd3dbb1ff90ff70d901607fd9ce6d4690 | 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-1186",
"domain": "compliance",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | 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"
} | 753cf343a017f949b146ff006d98d1ce2f2aa856cded28ac35c4a42d28c72ffd | mssense_eval_v1_1186 | mssense_controlled_balanced | lat_audit | 8759b3ec0dbb1ad49bbbdd009328868dd3dbb1ff90ff70d901607fd9ce6d4690 | Auditer un LAT database et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for compliance on database. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 17f83cf399fb14b29cb486ad0f884f292cbf31d9c4e18924c1e620d27b461d56 | hard | 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-1187",
"domain": "insurance_claim",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "${ctx.missing_value}"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"channel": "W... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9b103117c42bbe01442a62c4417b202389b5ca9cf79e7f755ffe06caa1a3ded5 | mssense_eval_v1_1187 | mssense_controlled_balanced | semantic_judgment | 17f83cf399fb14b29cb486ad0f884f292cbf31d9c4e18924c1e620d27b461d56 | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on web. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 98664b38e130c7b87769b0dbb86e0d264b19fe1675dabebf16624a7bff5aeb84 | 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-1188",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d4a8bedd0b1732f139a0aee0c276cc5cf35d59610043051dbc8f9d6a8cb43dc7 | mssense_eval_v1_1188 | mssense_controlled_balanced | lat_audit | 98664b38e130c7b87769b0dbb86e0d264b19fe1675dabebf16624a7bff5aeb84 | Auditer un LAT mail et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for sales_ops on mail. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 803e77ab20438f2613c1a5f469fea0dfa60ea296620b38efdf580800cf6de687 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1189",
"domain": "inventory",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 44e7305e815d0e8edd1a36b0ab34198a34b2bff344e850616a3003f2e2b88e20 | mssense_eval_v1_1189 | mssense_controlled_balanced | lat_audit | 803e77ab20438f2613c1a5f469fea0dfa60ea296620b38efdf580800cf6de687 | Auditer un LAT web et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for inventory on web. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5cefe96427d8a0a0b882548993b8793fea155ddcc0c74b009407158a660f97a1 | 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-1190",
"domain": "finance_invoice",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 8b9e05dd7ce64541bfbef6604de0ee9552c94700270ed3b01a957b29cb4c2a71 | mssense_eval_v1_1190 | mssense_controlled_balanced | lat_audit | 5cefe96427d8a0a0b882548993b8793fea155ddcc0c74b009407158a660f97a1 | Auditer un LAT desktop et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for finance_invoice on desktop. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 8a376a5de372c05bef1d27ef96952f140a4b7f70f3e587d64442d94e86cfeb44 | 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-1191",
"domain": "hr_onboarding",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 09c720e55ff66419019691fd8fc6e937fcdd1e0ee6dc0541ca45eb4bb68f603c | mssense_eval_v1_1191 | mssense_controlled_balanced | visual_grounding_governance | 8a376a5de372c05bef1d27ef96952f140a4b7f70f3e587d64442d94e86cfeb44 | Valider le LAT avec grounding visuel et politique de gouvernance pour hr_onboarding. | visual_grounding_governance scenario for hr_onboarding on web. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | d0712a2c31e821e35d7974af9658584e33fce4338553d270ae42f16a9ca56b3f | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1192",
"domain": "crm_update",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | 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"
} | 21566502e0d2d55637d476a7cfd097c948aa875140fa2625b775ed06c83c7e2d | mssense_eval_v1_1192 | mssense_controlled_balanced | visual_grounding_governance | d0712a2c31e821e35d7974af9658584e33fce4338553d270ae42f16a9ca56b3f | Valider le LAT avec grounding visuel et politique de gouvernance pour crm_update. | visual_grounding_governance scenario for crm_update on web. | null | crm_update | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | a2bf202ce285c3d876228042880fbaa7a641e536d1099b3d31b488276c81c95f | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1193",
"domain": "procurement",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
},
{
"action": "IfCondition",
... | 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"
} | d537e007d6558c950263894aeec50d3d1d0e4ffc33c172392a3ecbc223ff77b7 | mssense_eval_v1_1193 | mssense_controlled_balanced | lat_audit | a2bf202ce285c3d876228042880fbaa7a641e536d1099b3d31b488276c81c95f | Auditer un LAT database et détecter le problème CONTRADICTION. | lat_audit scenario for procurement on database. | null | procurement | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 97fed7fa72ba2deb8cfdee341c03bada49927fbe89d2e2a48dcf0062d120cb4b | 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-1194",
"domain": "support_ticket",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 8d279c0aa59450bd92af186b6ed09a2d923a0a864b6878c639c74c6b8e1ff8dc | mssense_eval_v1_1194 | mssense_controlled_balanced | lat_audit | 97fed7fa72ba2deb8cfdee341c03bada49927fbe89d2e2a48dcf0062d120cb4b | Auditer un LAT excel et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for support_ticket on excel. | null | support_ticket | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | e720bd9f731b2025a698c81d3ce0dadcebf0d6064b2aa021b03a4d30f5349934 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1195",
"domain": "logistics",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main",
"value": "${ctx.missing_value}"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | 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"
} | 9b9f4b9dabb18b6633460cf8cb741bfc58c23e5967aab512e147916d378361f2 | mssense_eval_v1_1195 | mssense_controlled_balanced | semantic_judgment | e720bd9f731b2025a698c81d3ce0dadcebf0d6064b2aa021b03a4d30f5349934 | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on database. | null | logistics | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | b644a52bb7e03f1fa12e20446ce1d9f1faf8c54c7e1cbe4b7b11d16eac3704fe | easy | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1196",
"domain": "compliance",
"modality": "audio",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 99ff413fd8abb70a9d1bc43673fd8a36a9cda240939a31bfba71e35580b7db40 | mssense_eval_v1_1196 | mssense_controlled_balanced | workflow_creation | b644a52bb7e03f1fa12e20446ce1d9f1faf8c54c7e1cbe4b7b11d16eac3704fe | Créer un workflow compliance à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for compliance on web. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | cdb2152ad40cdb73bb843794ae7e1e3b3fca2f9f88e4596c76a2f3862f626853 | hard | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1197",
"domain": "insurance_claim",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validit... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 878fa40c630df68f0d322bc053c2b4e10da29906de1c7de2e3e6365ed80e9b15 | mssense_eval_v1_1197 | mssense_controlled_balanced | clarification_policy | cdb2152ad40cdb73bb843794ae7e1e3b3fca2f9f88e4596c76a2f3862f626853 | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal desktop. | clarification_policy scenario for insurance_claim on desktop. | null | insurance_claim | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 9be55cc5a1501685b8cf74191d31e97b56eeee0ad64f8f61182efbd9a64c8e02 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1198",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 2cd120bf9f065e360bb9908ead6e29e02ad489e830f8c56a1c5d2220c45ae523 | mssense_eval_v1_1198 | mssense_controlled_balanced | semantic_judgment | 9be55cc5a1501685b8cf74191d31e97b56eeee0ad64f8f61182efbd9a64c8e02 | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on file. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | fe651879518c3fa7c438a4c44acaec5d9448982e748fcfbb120255e1c4b3687b | 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-1199",
"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": [
"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"
} | 25130bd6f2b3e779ded4ff030ccb2983544cb6b2f6a2c465f426fbaca295332b | mssense_eval_v1_1199 | mssense_controlled_balanced | visual_grounding_governance | fe651879518c3fa7c438a4c44acaec5d9448982e748fcfbb120255e1c4b3687b | Valider le LAT avec grounding visuel et politique de gouvernance pour inventory. | visual_grounding_governance scenario for inventory on desktop. | null | inventory | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 3197e36bd4baa2bbccf2ce3c38157c1dc3215e13ad81bc4509ef6032808c47bd | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1200",
"domain": "finance_invoice",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 90e164b94c19801c2c841baa29aef0c51f821f986dfd7c1b699f95317e8179f2 | mssense_eval_v1_1200 | mssense_controlled_balanced | semantic_judgment | 3197e36bd4baa2bbccf2ce3c38157c1dc3215e13ad81bc4509ef6032808c47bd | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on desktop. | 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 | [] | database | 99eb1b2f5852b78cb4dfd77b55a78d1553011ebdcefa5424a0f54aa2927d907d | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1201",
"domain": "hr_onboarding",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 43fa7e3b5ced610d2ba91699929286080ba155b6247489849fdc88002f5c50d5 | mssense_eval_v1_1201 | mssense_controlled_balanced | modification_intent | 99eb1b2f5852b78cb4dfd77b55a78d1553011ebdcefa5424a0f54aa2927d907d | Identifier l’intention de modification contrôlée pour un workflow hr_onboarding. | modification_intent scenario for hr_onboarding on database. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 38b2cce495d4b1cfe4ec2d6796ae63f411caed225af99e923419f28112eab3db | 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-1202",
"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": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5cc474c99cc169ff7a207d845f8bed7f79174a6e1bfa5dbcf0d3b81bdf9855a2 | mssense_eval_v1_1202 | mssense_controlled_balanced | semantic_judgment | 38b2cce495d4b1cfe4ec2d6796ae63f411caed225af99e923419f28112eab3db | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment scenario for crm_update on file. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 97f8b3c3ab616fb43118b66455285b04b927ef92acdc7627d2d76be13255be41 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1203",
"domain": "procurement",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "Cust... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b28b6b0cc70022413c139f565e4aadd3efe2ee79b0cdf4f94363e37dd22a9470 | mssense_eval_v1_1203 | mssense_controlled_balanced | lat_audit | 97f8b3c3ab616fb43118b66455285b04b927ef92acdc7627d2d76be13255be41 | Auditer un LAT desktop et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for procurement on desktop. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 98b3d3ae99e0a6beb6bfa504c8212d74b4d1920800ccd2f9e93dce3a76979627 | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1204",
"domain": "support_ticket",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${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": [
"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"
} | 69aaa58b53f2e3bbe3fc1f3fcdfb315363a4b3cdcf560e7a1df1a7e02ab7e806 | mssense_eval_v1_1204 | mssense_controlled_balanced | lat_audit | 98b3d3ae99e0a6beb6bfa504c8212d74b4d1920800ccd2f9e93dce3a76979627 | Auditer un LAT file et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for support_ticket on file. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 0a4241f3f8707668570ec90c44eb15f7d0ea9c97314cec7eb63353b12325539f | 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-1205",
"domain": "logistics",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 334162fa1d60ed19dce9c7d604a2292909cbd22f64a197db63a05d02403cf7ad | mssense_eval_v1_1205 | mssense_controlled_balanced | semantic_judgment | 0a4241f3f8707668570ec90c44eb15f7d0ea9c97314cec7eb63353b12325539f | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on excel. | null | logistics | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 58c2d42d11684988b51b1ce59a9f39552c66ac4975389b44aa59c5ad4c5ca416 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1206",
"domain": "compliance",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_str... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 46c85b623c440993a04306074d6c82f36d0e5120a978afc97a76c3696ef49dd7 | mssense_eval_v1_1206 | mssense_controlled_balanced | clarification_policy | 58c2d42d11684988b51b1ce59a9f39552c66ac4975389b44aa59c5ad4c5ca416 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal web. | clarification_policy scenario for compliance on web. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 9992b45305b20a9e8123a941e10c3a4cc6123c3548032ef90173944837946b3a | 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-1207",
"domain": "insurance_claim",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/insurance_claim"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4a1e5ab590781374d22edc60e0dc43ac36eff057cda291d95865745aa4906359 | mssense_eval_v1_1207 | mssense_controlled_balanced | lat_audit | 9992b45305b20a9e8123a941e10c3a4cc6123c3548032ef90173944837946b3a | Auditer un LAT web et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for insurance_claim on web. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e17169f4470f9ad585a1fb37047b124ef3eddc6559b0e206d923e3cb502f75bb | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1208",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "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"
} | d7947963334cdc14a52bccb07e35c2b6a9665279ee3edb7ecb9fa54e2e51433c | mssense_eval_v1_1208 | mssense_controlled_balanced | clarification_policy | e17169f4470f9ad585a1fb37047b124ef3eddc6559b0e206d923e3cb502f75bb | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal web. | clarification_policy scenario for sales_ops on web. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | c6d8decb42942e158e17caf191fe6b69d07d4f6087ec7d1dd3ea67ae26659b07 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1209",
"domain": "inventory",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
},
{
"action": "IfCondition",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 03031fcd8fe8c3da755a82bd8ad76c228ac2004320d4b4a6bba3ca74cb784760 | mssense_eval_v1_1209 | mssense_controlled_balanced | semantic_judgment | c6d8decb42942e158e17caf191fe6b69d07d4f6087ec7d1dd3ea67ae26659b07 | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on database. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 010e9699144367c0027d010345165c3b6cae410322955a6c227fcc466a7f238e | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1210",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6a9bc30f6bfb7651490230a4b96dfc6ce16112695714b11934779aed9f57efbf | mssense_eval_v1_1210 | mssense_controlled_balanced | workflow_creation | 010e9699144367c0027d010345165c3b6cae410322955a6c227fcc466a7f238e | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for finance_invoice on web. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 2d9e340a05e5a94dadb08149431785d3e590b2a7b8faa701dad496e0903e5027 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1211",
"domain": "hr_onboarding",
"modality": "audio",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1933f91ef532a6083d6b63b559ea204c380a2d0acb1f3f3c4cf6f62fa940a7fa | mssense_eval_v1_1211 | mssense_controlled_balanced | workflow_creation | 2d9e340a05e5a94dadb08149431785d3e590b2a7b8faa701dad496e0903e5027 | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for hr_onboarding on excel. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 93c7c3123a0b27edd09614db397973ff8c2d58e2f4302e268960c7529572c2e3 | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1212",
"domain": "crm_update",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b3d892097fd4a66f87c47bd728d033e9023a60fbbbe9070d3a2079fd536033ed | mssense_eval_v1_1212 | mssense_controlled_balanced | semantic_judgment | 93c7c3123a0b27edd09614db397973ff8c2d58e2f4302e268960c7529572c2e3 | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment scenario for crm_update on web. | null | crm_update | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 5c66a43b619b482a2bbf76dab88d30dc63b73dd04041e05de9ac9c478f4b7873 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1213",
"domain": "procurement",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f30bb699c6b42b41d655072205c40aa86ef2dc991de5fdc7f74c4ddf643c48b0 | mssense_eval_v1_1213 | mssense_controlled_balanced | business_rule_extraction | 5c66a43b619b482a2bbf76dab88d30dc63b73dd04041e05de9ac9c478f4b7873 | Extraire les règles métier d’un processus procurement et les rattacher au LAT. | business_rule_extraction scenario for procurement on web. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 55488785ba3c76a0cbe490efa68167a1f448c53887e9a9221df5d02685c4a291 | 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-1214",
"domain": "support_ticket",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3a093d250654ed1b79049c81d2fc83c6daafec97e76095a5d98db71af5dfb0c6 | mssense_eval_v1_1214 | mssense_controlled_balanced | visual_grounding_governance | 55488785ba3c76a0cbe490efa68167a1f448c53887e9a9221df5d02685c4a291 | Valider le LAT avec grounding visuel et politique de gouvernance pour support_ticket. | visual_grounding_governance scenario for support_ticket on excel. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 9322cac89966aedd9a7cd1c3bc0a91b40dcf8f0a8a343aab5f4118a171aaa5f5 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1215",
"domain": "logistics",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d7bbb9775c2a39d1867a65f0695ee79f099f2d0497436a852952b7eb070fa1e6 | mssense_eval_v1_1215 | mssense_controlled_balanced | business_rule_extraction | 9322cac89966aedd9a7cd1c3bc0a91b40dcf8f0a8a343aab5f4118a171aaa5f5 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on desktop. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 4d9d0aadc4bf357424329248e70ff45754d3de10ed73a770a9e90c4971b36e34 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1216",
"domain": "compliance",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | 2a165949568e9e16c0340af99bd381540809e41a13863e61dc1c6b0780062e71 | mssense_eval_v1_1216 | mssense_controlled_balanced | lat_audit | 4d9d0aadc4bf357424329248e70ff45754d3de10ed73a770a9e90c4971b36e34 | Auditer un LAT mixed et détecter le problème AMBIGUITE. | lat_audit scenario for compliance on mixed. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 688fcad77b0c8ee92bb300cab0fce7091b931129960737c91b26e2b0f1c16d37 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1217",
"domain": "insurance_claim",
"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"
} | 1c400cb04e60b9afd281e2c5b2e7573f7105d644821b8b921c4eeec845b7ae2b | mssense_eval_v1_1217 | mssense_controlled_balanced | workflow_creation | 688fcad77b0c8ee92bb300cab0fce7091b931129960737c91b26e2b0f1c16d37 | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for insurance_claim on desktop. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 75b79dc5d1b4871c4d6718a014130a1cb5b7a8b8af6905d6643d9f8c1576fa41 | 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-1218",
"domain": "sales_ops",
"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": [
"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"
} | 3440a7c8e597766b49fea958df36261f15cbca06e6198f18769239e576bf7ee3 | mssense_eval_v1_1218 | mssense_controlled_balanced | clarification_policy | 75b79dc5d1b4871c4d6718a014130a1cb5b7a8b8af6905d6643d9f8c1576fa41 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal database. | clarification_policy scenario for sales_ops on database. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | easy | true | null | [
"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-1219",
"domain": "inventory",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 21b11bef583400ebe15e43ecb48b57d9f0058bebd076fafe126e8c0735e94e20 | mssense_eval_v1_1219 | mssense_controlled_balanced | business_rule_extraction | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | Extraire les règles métier d’un processus inventory et les rattacher au LAT. | business_rule_extraction scenario for inventory on desktop. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | cdef8f81b8f72347eb708cd5271b47b71a990ab673e0af4b2af3046fc7aa8b6a | hard | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1220",
"domain": "finance_invoice",
"modality": "audio",
"task": "business_rule_extraction"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0216e237a126aca4ffa2c834b54e5a1187a1e8036aaf989518075d2866fe79ef | mssense_eval_v1_1220 | mssense_controlled_balanced | business_rule_extraction | cdef8f81b8f72347eb708cd5271b47b71a990ab673e0af4b2af3046fc7aa8b6a | Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT. | business_rule_extraction scenario for finance_invoice on web. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 85da646a829900d540e3ee0d897c89939e2d7ef135241ee13b9b131bbbc0a12c | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1221",
"domain": "hr_onboarding",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5e43d0885a86bc2a06b2e15ac877f5388153e70b9d17653f75d96cb323291aa3 | mssense_eval_v1_1221 | mssense_controlled_balanced | semantic_judgment | 85da646a829900d540e3ee0d897c89939e2d7ef135241ee13b9b131bbbc0a12c | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on desktop. | null | hr_onboarding | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 21a8019004e042dc60b2834de4d9cf336d6449cc57041b2b297ba12804b4cb47 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1222",
"domain": "crm_update",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a9f9a3e816792104664fe468ec2119f1d0458dc42b85621cc01e207362d28616 | mssense_eval_v1_1222 | mssense_controlled_balanced | semantic_judgment | 21a8019004e042dc60b2834de4d9cf336d6449cc57041b2b297ba12804b4cb47 | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment scenario for crm_update on desktop. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 97e4b3d04070afe679aa4dd37dc934269e0879900c46f5e7d62a20e46c1a0c87 | medium | true | null | [] | QUESTION | [
"INCONSISTENT_FLOW"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1223",
"domain": "procurement",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struc... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b274513fe9cd06b1ee724a5cfe668aa09125147c191e8e331110b14391d4b866 | mssense_eval_v1_1223 | mssense_controlled_balanced | clarification_policy | 97e4b3d04070afe679aa4dd37dc934269e0879900c46f5e7d62a20e46c1a0c87 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal desktop. | clarification_policy scenario for procurement on desktop. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | e80b022641f075e034dd946c40b492743f37f9876598c05f928baed965159ccb | easy | true | null | [] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1224",
"domain": "support_ticket",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"expected_decision": "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"
} | 1c02589d2fa4dd180498cf81bc4f8f6d48fedbe514a81313be5e0672ad68ccce | mssense_eval_v1_1224 | mssense_controlled_balanced | clarification_policy | e80b022641f075e034dd946c40b492743f37f9876598c05f928baed965159ccb | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal file. | clarification_policy scenario for support_ticket on file. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | efbc0065641fb3f5304649fe07fe681c64564b6b888f66a77b3087d186fb5789 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1225",
"domain": "logistics",
"modality": "audio",
"task": "visual_grounding_governance"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a2452d1e986ff894be909c45a09c0dfd1e812a996f2d146cd67265b040e63a7a | mssense_eval_v1_1225 | mssense_controlled_balanced | visual_grounding_governance | efbc0065641fb3f5304649fe07fe681c64564b6b888f66a77b3087d186fb5789 | Valider le LAT avec grounding visuel et politique de gouvernance pour logistics. | visual_grounding_governance scenario for logistics on file. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 6960e082d3ef69be05dbc7c69fa081ace78f52d2046e9b1880c94d359d10a89f | easy | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1226",
"domain": "compliance",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | 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"
} | 32ff483215c52d62934ea1d5458e4deed273cd6335d34ad502e5b849d2e47e47 | mssense_eval_v1_1226 | mssense_controlled_balanced | workflow_creation | 6960e082d3ef69be05dbc7c69fa081ace78f52d2046e9b1880c94d359d10a89f | Créer un workflow compliance à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for compliance on file. | 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": [
... | api | e00aa089c2cf44e9c5fc5fcd911af15479ee516e30905bcb7b935a3a2299abfa | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1227",
"domain": "insurance_claim",
"modality": "capture",
"task": "business_rule_extraction"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/insurance_claim"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.i... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6e01e8d45791cbb17994fa457ab39641c10f9fcb11d278b88f0188714f09e237 | mssense_eval_v1_1227 | mssense_controlled_balanced | business_rule_extraction | e00aa089c2cf44e9c5fc5fcd911af15479ee516e30905bcb7b935a3a2299abfa | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on api. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | c17977c916be05134d7b20ed02389f34eeaec953089bf66d923ae8a64818ee98 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1228",
"domain": "sales_ops",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | 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"
} | df4cf500528dcf8b2a071245e6e14813b0fe63e29fabf1d79ba55e8ef1491a82 | mssense_eval_v1_1228 | mssense_controlled_balanced | lat_audit | c17977c916be05134d7b20ed02389f34eeaec953089bf66d923ae8a64818ee98 | Auditer un LAT web et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for sales_ops on web. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
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