_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 | 337799cde4651950445ad67d17a61871afc6e8cfe73cbc9cfc2224cf43db50ab | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0929",
"domain": "inventory",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_releva... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 91c70a76109be50bad112cf4ae2cfa32c7c71f895c4f6446dcc7bd0d5fa080a5 | mssense_eval_v1_0929 | mssense_controlled_balanced | clarification_policy | 337799cde4651950445ad67d17a61871afc6e8cfe73cbc9cfc2224cf43db50ab | Déterminer si une clarification est nécessaire pour un workflow inventory en canal web. | clarification_policy scenario for inventory on web. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | abdaa0380e7296aae881432e270911e91266f28a8868053545d5b9913034f37d | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0930",
"domain": "finance_invoice",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | f95b961ec9e519912b1a8733fb2e232c5bbaa65d59aec5eb53c2687f8a465722 | mssense_eval_v1_0930 | mssense_controlled_balanced | lat_audit | abdaa0380e7296aae881432e270911e91266f28a8868053545d5b9913034f37d | Auditer un LAT excel et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for finance_invoice on excel. | null | finance_invoice | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | d8bd273b372194aac25181f0289c11a5256df4976eb41a104cd8c8e066979ca1 | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0931",
"domain": "hr_onboarding",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ed148a8e4db35d149871b722d24254f39f814651e2b0b50709e01f44285e6ae8 | mssense_eval_v1_0931 | mssense_controlled_balanced | workflow_creation | d8bd273b372194aac25181f0289c11a5256df4976eb41a104cd8c8e066979ca1 | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité mixed. | workflow_creation scenario for hr_onboarding on mixed. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | c4492f2ff38ca6d4dafa4305d89d74749ada799f9920a632ab06dc4545aafa8e | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0932",
"domain": "crm_update",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 39719d9dd055d8fad1bf58d6508087a278c7dc964c80e3dac824971916e49cc1 | mssense_eval_v1_0932 | mssense_controlled_balanced | lat_audit | c4492f2ff38ca6d4dafa4305d89d74749ada799f9920a632ab06dc4545aafa8e | Auditer un LAT desktop et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for crm_update on desktop. | null | crm_update | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 37da4c06130a2d6821c59ed50d3ee235e6f61f25207fa7ea84bd6e89feac546f | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0933",
"domain": "procurement",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | 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"
} | 3ae8d9765b45284ad46ce5c4e422e3e03c3bcde937e3bffea9cabfc0fa9da188 | mssense_eval_v1_0933 | mssense_controlled_balanced | lat_audit | 37da4c06130a2d6821c59ed50d3ee235e6f61f25207fa7ea84bd6e89feac546f | Auditer un LAT web et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for procurement on web. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 857df484bebcdeafb90c98ae0d703ed8599bcd7e2eb8f329424aade2f9b555f7 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0934",
"domain": "support_ticket",
"modality": "demo",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 871265c9d5bda9840a5939d1e95546ec7a9c18c0a6cc87701e0930de24ab95b7 | mssense_eval_v1_0934 | mssense_controlled_balanced | lat_audit | 857df484bebcdeafb90c98ae0d703ed8599bcd7e2eb8f329424aade2f9b555f7 | Auditer un LAT web et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for support_ticket on web. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | file | 3926056e74c5098e0c616686e093d4535b9981dd0067cde0a5ed7d491181b805 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0935",
"domain": "logistics",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${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"
} | 8c734a40c2f6d65e66f4bc5d8abf66db9ec19371166937a2321d3b84d7fc9a23 | mssense_eval_v1_0935 | mssense_controlled_balanced | business_rule_extraction | 3926056e74c5098e0c616686e093d4535b9981dd0067cde0a5ed7d491181b805 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on file. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | a343c118b774b3e89430885e5d8d3d7c2f5d086b123d3f5114dded7eaa684989 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0936",
"domain": "compliance",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 88727b32376bc0b278d385c20aad51494a9d4c46677e33a17d7db71a5c21d6ae | mssense_eval_v1_0936 | mssense_controlled_balanced | modification_intent | a343c118b774b3e89430885e5d8d3d7c2f5d086b123d3f5114dded7eaa684989 | Identifier l’intention de modification contrôlée pour un workflow compliance. | modification_intent scenario for compliance on excel. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | c4ad70c4f3a8ebd154aff39e8c3113f7233a350069483b0bb6f8e70408d6419c | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0937",
"domain": "insurance_claim",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/insurance_claim"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "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"
} | 15ef9d4bc8ccb2b701a8dc9cceadf793dc9b8ca93475fa204f0606a79289d0c6 | mssense_eval_v1_0937 | mssense_controlled_balanced | lat_audit | c4ad70c4f3a8ebd154aff39e8c3113f7233a350069483b0bb6f8e70408d6419c | Auditer un LAT web et détecter le problème CONTRADICTION. | lat_audit scenario for insurance_claim on web. | null | insurance_claim | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | 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-0938",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a817f0d8505019e39de023f1529660c225aef08dbbe961f92f15b8cac5b485b8 | mssense_eval_v1_0938 | mssense_controlled_balanced | lat_audit | 97fed7fa72ba2deb8cfdee341c03bada49927fbe89d2e2a48dcf0062d120cb4b | Auditer un LAT excel et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for sales_ops on excel. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 73855219126de68659293d40d88d2ebfa66d2e08b82aa9dcff00865845ec8fc3 | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0939",
"domain": "inventory",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "Cust... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c0ebb5d28c92a2b76ae1c4df6b00b7556b7f2a6b230766c411a2693e723c5314 | mssense_eval_v1_0939 | mssense_controlled_balanced | lat_audit | 73855219126de68659293d40d88d2ebfa66d2e08b82aa9dcff00865845ec8fc3 | Auditer un LAT desktop et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for inventory on desktop. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 47767c263edc81af6585308d040f90d49bc11921d738af4e329d8c79c3a031e6 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0940",
"domain": "finance_invoice",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ebf808df0fdbe5fd2d893259c77c53328dbbf0151a3d1e42f3f2cec43203c3ec | mssense_eval_v1_0940 | mssense_controlled_balanced | semantic_judgment | 47767c263edc81af6585308d040f90d49bc11921d738af4e329d8c79c3a031e6 | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on excel. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 858f1d77bde756aa82671ce1193d2339bb7790d7d9b26f9ee22ca937e9f81853 | hard | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0941",
"domain": "hr_onboarding",
"modality": "mixed",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/hr_onboarding"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.ite... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 112fa69d590ad778832bfe86388533fe5d3891ef52e31972490d6cfd806e8361 | mssense_eval_v1_0941 | mssense_controlled_balanced | semantic_judgment | 858f1d77bde756aa82671ce1193d2339bb7790d7d9b26f9ee22ca937e9f81853 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on api. | null | hr_onboarding | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 5d2ae474a0bb4f01c48b32d3e5e6fb40543d9b7cbb8ebca80d7260fd2f01a14e | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0942",
"domain": "crm_update",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | c07898e95f4008db3d82c4db5fccc775a219640eabe0f2619dda97029639585c | mssense_eval_v1_0942 | mssense_controlled_balanced | lat_audit | 5d2ae474a0bb4f01c48b32d3e5e6fb40543d9b7cbb8ebca80d7260fd2f01a14e | Auditer un LAT file et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for crm_update on file. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0943",
"domain": "procurement",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4a303a7e747220a52ca98499c0718ad06df797201087e4f13ed936c1ae4f8c1a | mssense_eval_v1_0943 | mssense_controlled_balanced | workflow_creation | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | Créer un workflow procurement à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for procurement on excel. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | a391afdd4263d0ac49bc8dd027116e16cca00714a4f229b8a1d0bfdd96427c7b | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0944",
"domain": "support_ticket",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${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"
} | 71f61feed6a9c1432dd24f02707a4567c186a819418b98e1221ccf248723de33 | mssense_eval_v1_0944 | 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 | [] | desktop | cb59921b6f4359e671290eecf21b823e441d3ba337710e6b29ae68a11dd635cd | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0945",
"domain": "logistics",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_releva... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d24e6f730c69ab2aa604ff4d7115ba6f3dbaa0c2c369ea9e76ef9fec3da293a0 | mssense_eval_v1_0945 | mssense_controlled_balanced | clarification_policy | cb59921b6f4359e671290eecf21b823e441d3ba337710e6b29ae68a11dd635cd | Déterminer si une clarification est nécessaire pour un workflow logistics en canal desktop. | clarification_policy scenario for logistics on desktop. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 0ec4de41e98e6d9514ea862eff5ea28d8f523f695ef6d14315fe49cefad2a67b | hard | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0946",
"domain": "compliance",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_s... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bcbb30bf219074cf771f013063c3be255fa0185ee0f4e34ae75a675e8eba93d3 | mssense_eval_v1_0946 | mssense_controlled_balanced | clarification_policy | 0ec4de41e98e6d9514ea862eff5ea28d8f523f695ef6d14315fe49cefad2a67b | Déterminer si une clarification est nécessaire pour un workflow compliance en canal excel. | clarification_policy scenario for compliance on excel. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8c006b32349e1cf12ce4aa7f93604ccf10168f7dcf485839f929315aec6384b0 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0947",
"domain": "insurance_claim",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 294844a43270c88932108e90e60c878ecbcc0d44f0d21659a3b0990671994b2a | mssense_eval_v1_0947 | mssense_controlled_balanced | clarification_policy | 8c006b32349e1cf12ce4aa7f93604ccf10168f7dcf485839f929315aec6384b0 | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal excel. | clarification_policy scenario for insurance_claim on excel. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 7e3baeb1cee520ceb99fcdf9cdce45ebe0ee7b2dab573d5ca3bd4ce6cc798fe6 | hard | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0948",
"domain": "sales_ops",
"modality": "audio",
"task": "workflow_creation"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7860b3fb4ed04ed22052c53c5fbdd52d73d80c11d57d640aee70da5cac7061fc | mssense_eval_v1_0948 | mssense_controlled_balanced | workflow_creation | 7e3baeb1cee520ceb99fcdf9cdce45ebe0ee7b2dab573d5ca3bd4ce6cc798fe6 | Créer un workflow sales_ops à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for sales_ops on web. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | cfec9093cb0d1ec93f01e275e8d6a03ea0caa43c10a860221e245a9f9f7750cf | easy | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0949",
"domain": "inventory",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 5d2ef666dc0a514f7497ae7c7a9cd3afeb5de75f60a1bfe15984073ac1be9cd2 | mssense_eval_v1_0949 | mssense_controlled_balanced | semantic_judgment | cfec9093cb0d1ec93f01e275e8d6a03ea0caa43c10a860221e245a9f9f7750cf | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on excel. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 2d83730798d2ec5991b0ae7654824ce1b50556497638e528eab79289f1844f80 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0950",
"domain": "finance_invoice",
"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 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"
} | b93f7699b444694d347e2356b7587026f8c86e84d7f752e33b1ca5e17a35ed19 | mssense_eval_v1_0950 | mssense_controlled_balanced | semantic_judgment | 2d83730798d2ec5991b0ae7654824ce1b50556497638e528eab79289f1844f80 | 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 | 2214e7ec6af472bf17012089c4de1de156bb34a52bc498909bff9765e05af181 | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0951",
"domain": "hr_onboarding",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c23fa605ffc3516876352bad22527b47cd442be1d1c86d114964badeede2659f | mssense_eval_v1_0951 | mssense_controlled_balanced | semantic_judgment | 2214e7ec6af472bf17012089c4de1de156bb34a52bc498909bff9765e05af181 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on web. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0952",
"domain": "crm_update",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7a0a7ab2dee2da4a9d89940fb9bf58c7dcbd534872a78f4ce5efbc94349b3850 | mssense_eval_v1_0952 | mssense_controlled_balanced | workflow_creation | 5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea | Créer un workflow crm_update à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for crm_update on desktop. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 6be649c3e63e4946e5c60832fcc4ff11e6ef57bed55b6db794a17111a1fdbb52 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0953",
"domain": "procurement",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 26a6381e7da014381b99ea62903a9881c76a2687db988478cf5b7a8f7452d222 | mssense_eval_v1_0953 | mssense_controlled_balanced | semantic_judgment | 6be649c3e63e4946e5c60832fcc4ff11e6ef57bed55b6db794a17111a1fdbb52 | 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 | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0954",
"domain": "support_ticket",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3865f90f0747f25f2f2dcf201949a43b7af1fef80821572018ae74a0f6144111 | mssense_eval_v1_0954 | mssense_controlled_balanced | business_rule_extraction | 11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35 | Extraire les règles métier d’un processus support_ticket et les rattacher au LAT. | business_rule_extraction scenario for support_ticket on excel. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 436ccf6c06f619b6b8e4f2ae65404701b38b9ba7b129e4862d30dfa3be87dd09 | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0955",
"domain": "logistics",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main",
"value": "${ctx.missing_value}"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0ea8a4e684cbf55b2b79eff4168f8e799ef1531fcfd10be7ff7b7188ab9b28f3 | mssense_eval_v1_0955 | mssense_controlled_balanced | semantic_judgment | 436ccf6c06f619b6b8e4f2ae65404701b38b9ba7b129e4862d30dfa3be87dd09 | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on mail. | null | logistics | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0956",
"domain": "compliance",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 91236947d80b1248e813fa881bfa566f74015df5baadc0b95038f3a59d880705 | mssense_eval_v1_0956 | 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 | [
{
"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 | e6431db6f834700030167f9335fb0a9de5adb809613b5994daeb9929895c29dc | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0957",
"domain": "insurance_claim",
"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": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 21a7ca41b1d605418118038d656e3bec70f46ccf69806df170ef1a42a8a79515 | mssense_eval_v1_0957 | mssense_controlled_balanced | business_rule_extraction | e6431db6f834700030167f9335fb0a9de5adb809613b5994daeb9929895c29dc | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on mail. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e19930e11274bf1effda46b01c91de7e52a96df562f64f285fa365bb675d73c4 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0958",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 03cd931adc161adf75d85321a22d399fbc1c8a80354312b059721c4be07dc2cb | mssense_eval_v1_0958 | mssense_controlled_balanced | semantic_judgment | e19930e11274bf1effda46b01c91de7e52a96df562f64f285fa365bb675d73c4 | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on web. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 98a7bd6bf2944068b264457d88714530644eba8f5039ef0e6d82ddf01e9a075d | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0959",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4adf7a7c917c888792c8aaa9813012c6874b3572fc49f6b772d93b70cdb27eef | mssense_eval_v1_0959 | mssense_controlled_balanced | workflow_creation | 98a7bd6bf2944068b264457d88714530644eba8f5039ef0e6d82ddf01e9a075d | Créer un workflow inventory à partir d’une intention utilisateur en modalité mixed. | workflow_creation scenario for inventory on mixed. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 4567808f45f3afc9010c12c1d27914435957c7d27fdb91dd497a81ed3a49417d | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0960",
"domain": "finance_invoice",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | cd686f24f9e6b694e5687301b80b7ed4f78f550161e4cb57f6ba968b15c42eb1 | mssense_eval_v1_0960 | mssense_controlled_balanced | visual_grounding_governance | 4567808f45f3afc9010c12c1d27914435957c7d27fdb91dd497a81ed3a49417d | Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice. | visual_grounding_governance scenario for finance_invoice on web. | null | finance_invoice | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 8c1350a0666fd1ff03f190fce02d08419103b29e40def6329f0d3566f2c7068d | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0961",
"domain": "hr_onboarding",
"modality": "text",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_releva... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 093b4d5fa1f7e47b705a849d81460b4dc36454a4593ba8b92af8aa44780af634 | mssense_eval_v1_0961 | mssense_controlled_balanced | clarification_policy | 8c1350a0666fd1ff03f190fce02d08419103b29e40def6329f0d3566f2c7068d | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal web. | clarification_policy scenario for hr_onboarding on web. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | fdd1a23b4cb7786fb3a8145376049f6ca3eafcc4c205bbdc0f920731844aff34 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0962",
"domain": "crm_update",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 08d68ceb6b4740645c274570e8bfd62b61b7967a170f9806d31617427c79008f | mssense_eval_v1_0962 | mssense_controlled_balanced | business_rule_extraction | fdd1a23b4cb7786fb3a8145376049f6ca3eafcc4c205bbdc0f920731844aff34 | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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 | 81d22cc67e199ae1e7c85203f7cdb413430b3d6b927d1ee32622e76ed26faa6f | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0963",
"domain": "procurement",
"modality": "capture",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 73747a328a01795ddccea8a9dbf5136066fac4a0b96dabb0e019d9628281f15e | mssense_eval_v1_0963 | mssense_controlled_balanced | business_rule_extraction | 81d22cc67e199ae1e7c85203f7cdb413430b3d6b927d1ee32622e76ed26faa6f | Extraire les règles métier d’un processus procurement et les rattacher au LAT. | business_rule_extraction scenario for procurement on excel. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 2e313393242cd6117c8e762ecd5bf1f9e9e03e4baf8dd7a8d559e9e7f6580a60 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0964",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6ff90c8ab9294b3bb587ae3975dc3f3432651c6dac6d9ef1931ced2f5f479a85 | mssense_eval_v1_0964 | mssense_controlled_balanced | semantic_judgment | 2e313393242cd6117c8e762ecd5bf1f9e9e03e4baf8dd7a8d559e9e7f6580a60 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on web. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | ea4b4d8ca85ca18c8c6f858cfd6238e217162f00cf9e4af824553c95de228649 | easy | true | null | [] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0965",
"domain": "logistics",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c8881ab2058fb5fac4235174b09b4ba4a64c9eea9019c7d1ae3f2cbee5582411 | mssense_eval_v1_0965 | mssense_controlled_balanced | clarification_policy | ea4b4d8ca85ca18c8c6f858cfd6238e217162f00cf9e4af824553c95de228649 | Déterminer si une clarification est nécessaire pour un workflow logistics en canal mixed. | clarification_policy scenario for logistics on mixed. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | bba9d8eafeb05d1b124fa1fa6e9ea6d26b24f447ab2e619915bb1e0dd8e96b70 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0966",
"domain": "compliance",
"modality": "mixed",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | 9572a8ee26484e80a88a630b402cad14e21993f8130aa7b07f4c5c23e5a0aa0d | mssense_eval_v1_0966 | mssense_controlled_balanced | semantic_judgment | bba9d8eafeb05d1b124fa1fa6e9ea6d26b24f447ab2e619915bb1e0dd8e96b70 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment 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 | 9122585fdf84559b9ea9f1588cc5945a09118386d38b8dca67ef33e89f72c1ab | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0967",
"domain": "insurance_claim",
"modality": "demo",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 024cb0022efdb10453e7357534563b4a997cf6e22520b696b2117c6870b37683 | mssense_eval_v1_0967 | mssense_controlled_balanced | lat_audit | 9122585fdf84559b9ea9f1588cc5945a09118386d38b8dca67ef33e89f72c1ab | Auditer un LAT web et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for insurance_claim on web. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | dde54157d28581df547a9ec16aeebdd0552444aabe23b2881d0734bc86755250 | hard | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0968",
"domain": "sales_ops",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance"... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9758dcfcacba51c092f47ec8ce6bd1ced5f79237b5f4a745b7a02be6838772f6 | mssense_eval_v1_0968 | mssense_controlled_balanced | clarification_policy | dde54157d28581df547a9ec16aeebdd0552444aabe23b2881d0734bc86755250 | 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 | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 337799cde4651950445ad67d17a61871afc6e8cfe73cbc9cfc2224cf43db50ab | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0969",
"domain": "inventory",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_releva... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e9d79ac12a4f3c12d5b039e9120298a3c0d4a819bd8160a36e5e098434667947 | mssense_eval_v1_0969 | mssense_controlled_balanced | clarification_policy | 337799cde4651950445ad67d17a61871afc6e8cfe73cbc9cfc2224cf43db50ab | Déterminer si une clarification est nécessaire pour un workflow inventory en canal web. | clarification_policy scenario for inventory on web. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | c04d32c540515273f16ce5a52bb62f6b88ce9beebdc9c81955393cbaf698bc89 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0970",
"domain": "finance_invoice",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a52970eee28db67c6992ab27f8772d47562cb66ba7851d01f9cb4a99ff535dff | mssense_eval_v1_0970 | mssense_controlled_balanced | workflow_creation | c04d32c540515273f16ce5a52bb62f6b88ce9beebdc9c81955393cbaf698bc89 | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité mail. | workflow_creation scenario for finance_invoice on mail. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | api | 9c0b3841f85a9e6d6d4f15f4170797cf75bdd5d29e6a2d4410315a6dfd604aef | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0971",
"domain": "hr_onboarding",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/hr_onboarding"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.ite... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 390d3848f494e7021b1d5b8b7d2e40a955dd0bd2b6fc925610d3e7ac8e96e508 | mssense_eval_v1_0971 | mssense_controlled_balanced | business_rule_extraction | 9c0b3841f85a9e6d6d4f15f4170797cf75bdd5d29e6a2d4410315a6dfd604aef | Extraire les règles métier d’un processus hr_onboarding et les rattacher au LAT. | business_rule_extraction scenario for hr_onboarding on api. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 63041b500de8038d128051bb18f6951648eee752bcfd6a601c5f38385f6c3970 | medium | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0972",
"domain": "crm_update",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d3b2be870b29eb72def671fa8b1135846298944ce2d7821b1fe1d321591ec587 | mssense_eval_v1_0972 | mssense_controlled_balanced | workflow_creation | 63041b500de8038d128051bb18f6951648eee752bcfd6a601c5f38385f6c3970 | Créer un workflow crm_update à partir d’une intention utilisateur en modalité database. | workflow_creation scenario for crm_update on database. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 145feb3b0af61b6a25fee8440d4e84a4260276abb81b7c642ccf761396434d19 | 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-0973",
"domain": "procurement",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 9c3181300da7b414d0942e2f31c1a269ab5aa3c9f867ab368f9b6082d2e3731e | mssense_eval_v1_0973 | mssense_controlled_balanced | lat_audit | 145feb3b0af61b6a25fee8440d4e84a4260276abb81b7c642ccf761396434d19 | Auditer un LAT database et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for procurement on database. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 25658c099f9ff495db5f3b8e46ec6cf7168c8beb6a6f7543bec864e034bd22b4 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0974",
"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": [
"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"
} | bc2a7312a9c116b7482b5c10eed38f5cb8d347f8b84410069f8e152ebd896350 | mssense_eval_v1_0974 | mssense_controlled_balanced | lat_audit | 25658c099f9ff495db5f3b8e46ec6cf7168c8beb6a6f7543bec864e034bd22b4 | Auditer un LAT excel et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit 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": [
... | file | 3926056e74c5098e0c616686e093d4535b9981dd0067cde0a5ed7d491181b805 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0975",
"domain": "logistics",
"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": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3f6c717c10a60339138196983e47fb8860d405468fb7a853219ba06d95d31c7e | mssense_eval_v1_0975 | mssense_controlled_balanced | business_rule_extraction | 3926056e74c5098e0c616686e093d4535b9981dd0067cde0a5ed7d491181b805 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on file. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | d9355c4347554c75d550bbffd245c75fd1af2d51ec0f693f4690afbe3895ffac | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0976",
"domain": "compliance",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
},
"selector": "le bon bouton"
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c5c8c19809a2a1737c08f643b7ae9400aa157de5db1286dd8fae20513d570792 | mssense_eval_v1_0976 | mssense_controlled_balanced | lat_audit | d9355c4347554c75d550bbffd245c75fd1af2d51ec0f693f4690afbe3895ffac | Auditer un LAT mail et détecter le problème AMBIGUITE. | lat_audit scenario for compliance on mail. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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 | 73cea6b04aa02ead9fde06eebe28631d4371b1a13bdcfdb0f9cbc2d538cec932 | easy | 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-0977",
"domain": "insurance_claim",
"modality": "demo",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 497bfe3c3bc3422a7b0284eea323bc4674135b89a75eb2ad835d4a7d6ae93418 | mssense_eval_v1_0977 | mssense_controlled_balanced | business_rule_extraction | 73cea6b04aa02ead9fde06eebe28631d4371b1a13bdcfdb0f9cbc2d538cec932 | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on excel. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 233f600eaabaab994370f50a55d3d5ecdbc172ae427a02146fe8b3862d105b53 | medium | true | null | [] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0978",
"domain": "sales_ops",
"modality": "mixed",
"task": "workflow_creation"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 54ea0af2faa1ab73a6d27e3f42e5f84444fa33144b25654e29d8c42bc9c1e3eb | mssense_eval_v1_0978 | mssense_controlled_balanced | workflow_creation | 233f600eaabaab994370f50a55d3d5ecdbc172ae427a02146fe8b3862d105b53 | Créer un workflow sales_ops à partir d’une intention utilisateur en modalité database. | workflow_creation scenario for sales_ops on database. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | f7591dd7813d4272bbadfe3c020386ec739ca4fee93263f1549ea00c9e51e956 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0979",
"domain": "inventory",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a33a2dd6d82a1cdbc598d10f07b2ad6b34c94edd0986a071bf142959339c858c | mssense_eval_v1_0979 | mssense_controlled_balanced | modification_intent | f7591dd7813d4272bbadfe3c020386ec739ca4fee93263f1549ea00c9e51e956 | Identifier l’intention de modification contrôlée pour un workflow inventory. | modification_intent scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 2346f4022d7f655e46130e29bab3c347be6cdac7aad1010ae93a7fa3baeabf3e | 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-0980",
"domain": "finance_invoice",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9ad1d414d6442a5a71dcd3b3480886dc523d078851ce2c048b7a904b835f2b6b | mssense_eval_v1_0980 | mssense_controlled_balanced | visual_grounding_governance | 2346f4022d7f655e46130e29bab3c347be6cdac7aad1010ae93a7fa3baeabf3e | Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice. | visual_grounding_governance scenario for finance_invoice on excel. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 278ceb31b42d772a8296b3b034bc521531cea34130c6d95c1c2bf8e3b14a38fc | hard | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0981",
"domain": "hr_onboarding",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9ab4cbfd87f7a940bb9228c500836745f31696d4c045bbe2b2868953e4301e3f | mssense_eval_v1_0981 | mssense_controlled_balanced | workflow_creation | 278ceb31b42d772a8296b3b034bc521531cea34130c6d95c1c2bf8e3b14a38fc | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité mixed. | workflow_creation scenario for hr_onboarding on mixed. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | eacd62c7a36acd98baf136bac5ae23ff5af0227346aa93ba2eb3dd586e35b27e | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0982",
"domain": "crm_update",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 1a4eccc395335ed066e536d7976c7b7bf68c1a1874baa585cc4a884759b34c88 | mssense_eval_v1_0982 | mssense_controlled_balanced | visual_grounding_governance | eacd62c7a36acd98baf136bac5ae23ff5af0227346aa93ba2eb3dd586e35b27e | Valider le LAT avec grounding visuel et politique de gouvernance pour crm_update. | visual_grounding_governance scenario for crm_update on desktop. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 0cd42e1de63df9fac550c57d65b62af3d45592aba3b5ee78b9e5329784ffe002 | medium | true | null | [] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0983",
"domain": "procurement",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struc... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b3ad684df104710a281af3d7879291cd0a74477c34853bb07f83938673645da8 | mssense_eval_v1_0983 | mssense_controlled_balanced | clarification_policy | 0cd42e1de63df9fac550c57d65b62af3d45592aba3b5ee78b9e5329784ffe002 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal excel. | clarification_policy scenario for procurement on excel. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | b70da32a5a02612457e690d3639f148c55cb3b95512eeb3dce11f5b57df4e87e | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0984",
"domain": "support_ticket",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9029ecdc99eecab8a3283dc9a67c846fbf2db4c21cf7cfb6ed5463e142f585e2 | mssense_eval_v1_0984 | mssense_controlled_balanced | workflow_creation | b70da32a5a02612457e690d3639f148c55cb3b95512eeb3dce11f5b57df4e87e | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for support_ticket on desktop. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | mail | e6431db6f834700030167f9335fb0a9de5adb809613b5994daeb9929895c29dc | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0985",
"domain": "logistics",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${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"
} | e0fc322faef01c6391bcd7890a49231cfb5977447f97b9d3c87fa6b80c7e8a45 | mssense_eval_v1_0985 | mssense_controlled_balanced | business_rule_extraction | e6431db6f834700030167f9335fb0a9de5adb809613b5994daeb9929895c29dc | 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 | [] | desktop | 42e9da4af8d637df60f6d61f3c9b3847a334ab6d9e46cca3fbe82cf62a3142cf | hard | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0986",
"domain": "compliance",
"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"
} | 9d38ca56ddd5f7241be66fae841976389eaa22eeb6cbd9b6521e586762eb2b70 | mssense_eval_v1_0986 | mssense_controlled_balanced | workflow_creation | 42e9da4af8d637df60f6d61f3c9b3847a334ab6d9e46cca3fbe82cf62a3142cf | Créer un workflow compliance à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for compliance on desktop. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 90c603128ab3af991e43ed858500200272178fec51f8d1d7c7b5af17a9b15069 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0987",
"domain": "insurance_claim",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "Cust... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1e0a68db240f61f344294aa9b3bc2b7545a969150397d6e05f40e50e7f1ce849 | mssense_eval_v1_0987 | mssense_controlled_balanced | visual_grounding_governance | 90c603128ab3af991e43ed858500200272178fec51f8d1d7c7b5af17a9b15069 | Valider le LAT avec grounding visuel et politique de gouvernance pour insurance_claim. | visual_grounding_governance scenario for insurance_claim on desktop. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 1fe92b4711bc970c1a3b6859f41d810c41cf9f00bcf9d74988d5eb53be6cc890 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0988",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4f4f6fa5fbc5d3a5d1a412a95cb6da680d3b86c0f1fd84a4e0390e7a3eb69dcc | mssense_eval_v1_0988 | mssense_controlled_balanced | clarification_policy | 1fe92b4711bc970c1a3b6859f41d810c41cf9f00bcf9d74988d5eb53be6cc890 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal mixed. | clarification_policy scenario for sales_ops on mixed. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 03e88cb24a908a19adf284d2e8c1b84796e1954a2b695cea01adfb21eeb8a016 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0989",
"domain": "inventory",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | de593ed2e03025b109a130905cbb13afc93ff6cf1829535c8d3a6e50285a933a | mssense_eval_v1_0989 | mssense_controlled_balanced | lat_audit | 03e88cb24a908a19adf284d2e8c1b84796e1954a2b695cea01adfb21eeb8a016 | 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 | [] | web | 010e9699144367c0027d010345165c3b6cae410322955a6c227fcc466a7f238e | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0990",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 356cbbb8d96ce7521cec3ab30831880890b8fafd67db5e293de972b5af28c93e | mssense_eval_v1_0990 | mssense_controlled_balanced | workflow_creation | 010e9699144367c0027d010345165c3b6cae410322955a6c227fcc466a7f238e | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for finance_invoice on web. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 99b7cefc7d1cac9382f70edde42cbd99a37e5ddcebac244743ef088837735458 | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0991",
"domain": "hr_onboarding",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/hr_onboarding"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "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"
} | 354ecce8b62377fc20f71a058a96bfcd2cbe4e154d47982c8e322cd2c05b45c3 | mssense_eval_v1_0991 | mssense_controlled_balanced | lat_audit | 99b7cefc7d1cac9382f70edde42cbd99a37e5ddcebac244743ef088837735458 | Auditer un LAT web et détecter le problème INCONSISTENT_FLOW. | lat_audit 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 | [] | excel | e50e5ac878f7d2c1a2be64303810fa049c0570787222b32e5b65a132407cf186 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0992",
"domain": "crm_update",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 387a1b840940a3f5cd7128b95dd7d9c90928eb817747b7d1f71d997bb5c94248 | mssense_eval_v1_0992 | mssense_controlled_balanced | lat_audit | e50e5ac878f7d2c1a2be64303810fa049c0570787222b32e5b65a132407cf186 | Auditer un LAT excel et détecter le problème AMBIGUITE. | lat_audit scenario for crm_update on excel. | 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 | 525a3393c7d80635f386f4582b9a82613f9c20b4f0ff74f1b206390a5a4ba424 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | QUESTION | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0993",
"domain": "procurement",
"modality": "demo",
"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"
}
}
] | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_releva... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b03371918880778d2701e114ce05bf6dfcd1b2b47352d1b9a7f0c5a476b9a3ca | mssense_eval_v1_0993 | mssense_controlled_balanced | clarification_policy | 525a3393c7d80635f386f4582b9a82613f9c20b4f0ff74f1b206390a5a4ba424 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal database. | clarification_policy 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 | [] | web | c4b9279ae5a84775ed7ac42a3483554f74cc48a63f5ac9b3377f60127ceab55d | 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-0994",
"domain": "support_ticket",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | 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"
} | daf4144b596b4086252511471fdfb01514407944e5b7b982b7fc68c31c8e2eb1 | mssense_eval_v1_0994 | mssense_controlled_balanced | clarification_policy | c4b9279ae5a84775ed7ac42a3483554f74cc48a63f5ac9b3377f60127ceab55d | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal web. | clarification_policy scenario for support_ticket on web. | null | support_ticket | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 50c913f33cae41f2bd0ff5f6ff39ff6adf93232d6aadc15e9dc5f3b404e6d0df | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0995",
"domain": "logistics",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6cd906c18cb2d49706387b223b6bedfe04eda08efb4904d649735881ba4c161e | mssense_eval_v1_0995 | mssense_controlled_balanced | semantic_judgment | 50c913f33cae41f2bd0ff5f6ff39ff6adf93232d6aadc15e9dc5f3b404e6d0df | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on excel. | null | logistics | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | c8ca7f49fafaeb4876df192b0ea80a205aa99c6cce12ee2895c3f9398e0b5e67 | hard | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0996",
"domain": "compliance",
"modality": "audio",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 27f2fa314d6e6a8ae3d1f48a03a0025fb20d504a5a5d963fef475f7be9b78e6b | mssense_eval_v1_0996 | mssense_controlled_balanced | workflow_creation | c8ca7f49fafaeb4876df192b0ea80a205aa99c6cce12ee2895c3f9398e0b5e67 | Créer un workflow compliance à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for compliance on excel. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 29541e9258ca531f186af5b5b63ba54a8a4715cd2c128371fa7e5e4168fc6e78 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0997",
"domain": "insurance_claim",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 0257dcbd6f2460398ce75ba83fd734d0ee872e80304ec1fa99557a3cb38e59e9 | mssense_eval_v1_0997 | mssense_controlled_balanced | lat_audit | 29541e9258ca531f186af5b5b63ba54a8a4715cd2c128371fa7e5e4168fc6e78 | Auditer un LAT mixed et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for insurance_claim on mixed. | null | insurance_claim | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 24244544ccac1ad4d4f6cb823db95a69368b738fdd3765609c470a9a20f75b8b | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0998",
"domain": "sales_ops",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 067ff3b7acfd68f55be86375dbd8bcaba6bb296abc4353fbab44da852241a6df | mssense_eval_v1_0998 | mssense_controlled_balanced | lat_audit | 24244544ccac1ad4d4f6cb823db95a69368b738fdd3765609c470a9a20f75b8b | Auditer un LAT excel et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for sales_ops on excel. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8c006b32349e1cf12ce4aa7f93604ccf10168f7dcf485839f929315aec6384b0 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0999",
"domain": "inventory",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"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"
} | 6dc3b2542837140f84c3c32dd41edfeec8cb8299a88433921aa79388661d8206 | mssense_eval_v1_0999 | mssense_controlled_balanced | clarification_policy | 8c006b32349e1cf12ce4aa7f93604ccf10168f7dcf485839f929315aec6384b0 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal excel. | clarification_policy scenario for inventory on excel. | null | inventory | 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-1000",
"domain": "finance_invoice",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6611cbee870146ec509fd491c26e83c3ae388d52f53bf85c4dfb0affd4f00106 | mssense_eval_v1_1000 | mssense_controlled_balanced | workflow_creation | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for finance_invoice on excel. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | cb59921b6f4359e671290eecf21b823e441d3ba337710e6b29ae68a11dd635cd | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1001",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_releva... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c9e5ac31c4b60b3ec55ae0779ca94b6e142f6a05372f54a23bd96dd33861efaa | mssense_eval_v1_1001 | mssense_controlled_balanced | clarification_policy | cb59921b6f4359e671290eecf21b823e441d3ba337710e6b29ae68a11dd635cd | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal desktop. | clarification_policy scenario for hr_onboarding on desktop. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 041cf155f52f80495278536594ce0c649e4e9f9f508565442d93c9467566d576 | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1002",
"domain": "crm_update",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${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"
} | 175becc471a20bfd2b72355289e94fd9052c7baa72c2997128a128e1b43eaf74 | mssense_eval_v1_1002 | mssense_controlled_balanced | workflow_creation | 041cf155f52f80495278536594ce0c649e4e9f9f508565442d93c9467566d576 | 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 | [] | web | d5b113bab3939a9769650fa9ecd877463fe1ae0d95b9162db3977973238109c5 | 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-1003",
"domain": "procurement",
"modality": "audio",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7d89a1171fbdf69ba0eaa708ef6c1f94d9bc2193f5c42247d565a2d9b719df53 | mssense_eval_v1_1003 | mssense_controlled_balanced | workflow_creation | d5b113bab3939a9769650fa9ecd877463fe1ae0d95b9162db3977973238109c5 | Créer un workflow procurement à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for procurement on web. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 7237c3f180430f927a3d4365c96ccdf565cf6b90c721ecc525716b37ff69c019 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
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],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1004",
"domain": "support_ticket",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 06010812a4ea5441a0576d36a2d7ffd062df109bbe03b2370b14f73493ca9fb5 | mssense_eval_v1_1004 | mssense_controlled_balanced | clarification_policy | 7237c3f180430f927a3d4365c96ccdf565cf6b90c721ecc525716b37ff69c019 | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal web. | clarification_policy scenario for support_ticket on web. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | ca719c7e678adba6b7d4e99e32088a40a603f713d978abbfa97975c4d13d66c0 | easy | true | null | [] | VALID | [] | mixed | {
"assertions": {
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"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1005",
"domain": "logistics",
"modality": "mixed",
"task": "workflow_creation"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/logistics"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | real_artefact | {
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"expected_statuses": [],
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"decision_match",
"lat_structure_validity",
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0072b9e2361c75d2dde859ecaddc3d33c207db338dd43ff03a53fd536d1d3cc2 | mssense_eval_v1_1005 | mssense_controlled_balanced | workflow_creation | ca719c7e678adba6b7d4e99e32088a40a603f713d978abbfa97975c4d13d66c0 | Créer un workflow logistics à partir d’une intention utilisateur en modalité api. | workflow_creation scenario for logistics on api. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | da9e31e8546669018f246ef288de5bf47e16ce476bb465086c63f910587137a6 | medium | true | null | [] | VALID | [] | capture | {
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"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1006",
"domain": "compliance",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
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"seed": 20260605,
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} | 6b8e7fe81fa4b9c823936280c46355ddd808922e6f958916ce2e87750519a2c2 | mssense_eval_v1_1006 | mssense_controlled_balanced | workflow_creation | da9e31e8546669018f246ef288de5bf47e16ce476bb465086c63f910587137a6 | Créer un workflow compliance à partir d’une intention utilisateur en modalité mixed. | workflow_creation scenario for compliance on mixed. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
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"id": "br1",
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"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | file | fce670648f07f295268099a64520af5659a0b6dbf8d2c20b5a6c7ac1a3fd4791 | medium | true | null | [] | VALID | [] | demo | {
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},
"case_id": "CTRL-1007",
"domain": "insurance_claim",
"modality": "demo",
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} | [
{
"action": "ReadTextFile",
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"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
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"seed": 20260605,
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} | 764808d77d14d2a4dc196ad937a2b65277fa3699cecdd9c46ab206683561f208 | mssense_eval_v1_1007 | mssense_controlled_balanced | business_rule_extraction | fce670648f07f295268099a64520af5659a0b6dbf8d2c20b5a6c7ac1a3fd4791 | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on file. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
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"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1008",
"domain": "sales_ops",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 994fed1f8377dc590ba2a23d2f462e39b15cbe92f247f89e15e129aec3447fa4 | mssense_eval_v1_1008 | mssense_controlled_balanced | business_rule_extraction | 11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35 | 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 | [] | file | 87c06bcddb10d4ca1270070623ca04c3d711fc3797e45b7695b9e8de913fba47 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1009",
"domain": "inventory",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 2b3c08557d63166f96b3f4314141ad50bf3e4c2f51d6e32c3e8e053b4091bcee | mssense_eval_v1_1009 | mssense_controlled_balanced | clarification_policy | 87c06bcddb10d4ca1270070623ca04c3d711fc3797e45b7695b9e8de913fba47 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal file. | clarification_policy scenario for inventory on file. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 7286c9c17c5bb8050585f95921e91ba8118f894d634b8319725c60e9b79c67d6 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1010",
"domain": "finance_invoice",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | 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"
} | 9d574118e7725398683ccd155c2de98b7d3ecd03458f9d9a42a881fa5944201e | mssense_eval_v1_1010 | mssense_controlled_balanced | clarification_policy | 7286c9c17c5bb8050585f95921e91ba8118f894d634b8319725c60e9b79c67d6 | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal web. | clarification_policy scenario for finance_invoice on web. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | e0efc24d08d3629dcc4147970137cf1090c31d95e8ad4b5cbdc6098a2af5208c | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1011",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/hr_onboarding"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.ite... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"la... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 76072bef9edd2b9d4eb20508a62f043b3b0e6e6d9580310154e310643ee49191 | mssense_eval_v1_1011 | mssense_controlled_balanced | clarification_policy | e0efc24d08d3629dcc4147970137cf1090c31d95e8ad4b5cbdc6098a2af5208c | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal api. | clarification_policy scenario for hr_onboarding on api. | null | hr_onboarding | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 5314090525918e205a44224b74a421648bef6abab18f1f74cee721aa07478367 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1012",
"domain": "crm_update",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | 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"
} | 9e461265f26b77e44203acf73db9d8232a15780404b8282340873aa3a863603d | mssense_eval_v1_1012 | mssense_controlled_balanced | semantic_judgment | 5314090525918e205a44224b74a421648bef6abab18f1f74cee721aa07478367 | 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 | [] | mail | 052c1005a5b5b16da013a976c51c6fd8949f957a15faae74fd26570983f261f4 | hard | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1013",
"domain": "procurement",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | cf727bc0cded194f7914e9960d6a25c5810a7b972bb6c903d396c7db2cec1a2b | mssense_eval_v1_1013 | mssense_controlled_balanced | workflow_creation | 052c1005a5b5b16da013a976c51c6fd8949f957a15faae74fd26570983f261f4 | Créer un workflow procurement à partir d’une intention utilisateur en modalité mail. | workflow_creation scenario for procurement on mail. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 391a82b2d2e4ea380394fc88b56dd5a15760d66439f99c4e47103e7d69451832 | easy | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1014",
"domain": "support_ticket",
"modality": "capture",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "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"
} | ec2438d66b08c76d3e8243a7e57902e718c4680342985c0cd9bd0a1491d98a3f | mssense_eval_v1_1014 | mssense_controlled_balanced | business_rule_extraction | 391a82b2d2e4ea380394fc88b56dd5a15760d66439f99c4e47103e7d69451832 | Extraire les règles métier d’un processus support_ticket et les rattacher au LAT. | business_rule_extraction scenario for support_ticket on web. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 9f462ddc932d173a68b85bceb744a9b8cb23b9c7a2f6d3cf2e8c7ed3b5471cb1 | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1015",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4889117202d6d706701af485d06dbcfd127a29e5981e5b0770f8882215f3ad73 | mssense_eval_v1_1015 | mssense_controlled_balanced | business_rule_extraction | 9f462ddc932d173a68b85bceb744a9b8cb23b9c7a2f6d3cf2e8c7ed3b5471cb1 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on web. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 330fbd4ba18b7cb738c7f8cdb1920280770b3f1a4c6cf188083d2def6ba492f9 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1016",
"domain": "compliance",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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 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"
} | 8bde4e924b3c7026f4d857f712551f6eaed0f7f1d559f53d2258b2c023e9d35d | mssense_eval_v1_1016 | mssense_controlled_balanced | clarification_policy | 330fbd4ba18b7cb738c7f8cdb1920280770b3f1a4c6cf188083d2def6ba492f9 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal excel. | clarification_policy scenario for compliance on excel. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 6650b89f5027d4a7df71bf165fa96cf6fd3b15c783d78377a910d466d8d6e4ea | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1017",
"domain": "insurance_claim",
"modality": "mixed",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 8b540bfcf6b76084d2a3459262092e13dd3184f90823111112bd80ab8cf5424f | mssense_eval_v1_1017 | mssense_controlled_balanced | business_rule_extraction | 6650b89f5027d4a7df71bf165fa96cf6fd3b15c783d78377a910d466d8d6e4ea | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on excel. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 1d092d15f88814baee5dc18a45e4f046a6840afa833bfa9232e40760a6a5a556 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1018",
"domain": "sales_ops",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 714b72aaa62354c04d0e84cb0a24663890e1f8dc11a4d3fed3feac5cdc3b4210 | mssense_eval_v1_1018 | mssense_controlled_balanced | modification_intent | 1d092d15f88814baee5dc18a45e4f046a6840afa833bfa9232e40760a6a5a556 | Identifier l’intention de modification contrôlée pour un workflow sales_ops. | modification_intent scenario for sales_ops on web. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | a34be55107b1e6f22234cf136451842055991e59aba52d106b76469da6eec031 | 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-1019",
"domain": "inventory",
"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"
} | 38b6acd30cc8b0d88268b609ed05f2d0f7a64fa4374766b2e43cc150e1956bed | mssense_eval_v1_1019 | mssense_controlled_balanced | lat_audit | a34be55107b1e6f22234cf136451842055991e59aba52d106b76469da6eec031 | Auditer un LAT desktop et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for inventory on desktop. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 5d54ae5b99f59f2d5bc668a4ddb6d7165e0cf15e6751ce9a61ddb90eaad9c3bc | 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-1020",
"domain": "finance_invoice",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 56df0d71143de98d8ef5da41f467b4f76b24664120b0f9d0880e3224fd2fc99c | mssense_eval_v1_1020 | mssense_controlled_balanced | lat_audit | 5d54ae5b99f59f2d5bc668a4ddb6d7165e0cf15e6751ce9a61ddb90eaad9c3bc | Auditer un LAT database et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for finance_invoice on database. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 13d491dcd254803f37d809747b45ece0a57b43c14594fae26ee48cfaa1a9cacf | easy | true | null | [] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-1021",
"domain": "hr_onboarding",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/hr_onboarding"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.ite... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1f840e283e84fe94308d9504dda76888f67fe82cbbfbc22c3d1aa49d4c14e2f8 | mssense_eval_v1_1021 | mssense_controlled_balanced | clarification_policy | 13d491dcd254803f37d809747b45ece0a57b43c14594fae26ee48cfaa1a9cacf | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal api. | clarification_policy scenario for hr_onboarding on api. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | cd0d81dd73852a36d341cfd7edd10f4e71736341484a7839c07a76b8218cc479 | hard | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1022",
"domain": "crm_update",
"modality": "demo",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_str... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b6c3123627f85f57baa832452518bc318cc50390ad644b8fefe0b5e881812d8b | mssense_eval_v1_1022 | mssense_controlled_balanced | clarification_policy | cd0d81dd73852a36d341cfd7edd10f4e71736341484a7839c07a76b8218cc479 | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal desktop. | clarification_policy scenario for crm_update on desktop. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | e6a125e3a375935857ed936f2d9e3bec0d4fb9f1f7be4bf2cc60f87e87cbf892 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1023",
"domain": "procurement",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c7eccf2552722fb6416e9a313104483b0ba28df883efb851be5cc2b7178caaa8 | mssense_eval_v1_1023 | mssense_controlled_balanced | workflow_creation | e6a125e3a375935857ed936f2d9e3bec0d4fb9f1f7be4bf2cc60f87e87cbf892 | Créer un workflow procurement à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for procurement on excel. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 0fd46efc683816af1846bb7b955b5f3b271ed5a1fba231695a821cfa23420f79 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1024",
"domain": "support_ticket",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9384c9d71a61e40fdaef1a952a05fb5e247b373743b03e6c41a6b8fb43e4d5b6 | mssense_eval_v1_1024 | mssense_controlled_balanced | workflow_creation | 0fd46efc683816af1846bb7b955b5f3b271ed5a1fba231695a821cfa23420f79 | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for support_ticket on web. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 3f2c2dec8e359811b3fc7a1bc15ff94c59a9dca98e4b29eba73f499bc6acfd20 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-1025",
"domain": "logistics",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bf92ebb52e247b805db741072415a41d830e6ef92490ec919fbc8bee6c523b9f | mssense_eval_v1_1025 | mssense_controlled_balanced | lat_audit | 3f2c2dec8e359811b3fc7a1bc15ff94c59a9dca98e4b29eba73f499bc6acfd20 | Auditer un LAT desktop et détecter le problème CONTRADICTION. | lat_audit scenario for logistics on desktop. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 33fc6f7672a50683009e6f27ea72223b7a865120e8039535eaa61eb4d55b155d | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-1026",
"domain": "compliance",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9c9ffbf8e2d2513da94e9afa5d40ba5fcebf0d0674a26243aa37f79b186c6415 | mssense_eval_v1_1026 | mssense_controlled_balanced | workflow_creation | 33fc6f7672a50683009e6f27ea72223b7a865120e8039535eaa61eb4d55b155d | Créer un workflow compliance à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for compliance on web. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | e6a125e3a375935857ed936f2d9e3bec0d4fb9f1f7be4bf2cc60f87e87cbf892 | 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-1027",
"domain": "insurance_claim",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9cbe084710093626b9bfe7d6d1229399b4813c6301efd10cd050c1d2e330fe16 | mssense_eval_v1_1027 | mssense_controlled_balanced | workflow_creation | e6a125e3a375935857ed936f2d9e3bec0d4fb9f1f7be4bf2cc60f87e87cbf892 | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for insurance_claim on excel. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 1db906308d9fe82b9a8bf7465f3fbd3a2baa66d53c0da626560206c9a48b46f2 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-1028",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c62e23c4a1860a56ff896d87e69615c88ebf75010b05819669e476b775303561 | mssense_eval_v1_1028 | mssense_controlled_balanced | clarification_policy | 1db906308d9fe82b9a8bf7465f3fbd3a2baa66d53c0da626560206c9a48b46f2 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal web. | clarification_policy scenario for sales_ops on web. | null | sales_ops | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
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