_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 | [] | api | 85f5e08741756f836d51c19705c1ec16121edade599604f3887a2a827b572341 | hard | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0829",
"domain": "inventory",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/inventory"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 942fbe95b55cd8844eda3cca83570782dfefe738d89031133ea59f8e11c5b835 | mssense_eval_v1_0829 | mssense_controlled_balanced | workflow_creation | 85f5e08741756f836d51c19705c1ec16121edade599604f3887a2a827b572341 | Créer un workflow inventory à partir d’une intention utilisateur en modalité api. | workflow_creation scenario for inventory on api. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | c7a5ab31f2b567f52d14cc7488e8185396ba72b776e2f444952c01a3f00de7c5 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0830",
"domain": "finance_invoice",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | 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"
} | 3a6a7d63cd5c60c2249816b701ffad8dd9d243bf11624b1f2077483bae3e6610 | mssense_eval_v1_0830 | mssense_controlled_balanced | semantic_judgment | c7a5ab31f2b567f52d14cc7488e8185396ba72b776e2f444952c01a3f00de7c5 | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on mail. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 372a58a08bfea7227aa9a9d9b52bcd8dc65879fa8cc9d954e2c8388c55f67fda | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0831",
"domain": "hr_onboarding",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 83f737cb5d9b509694c7f100177b19db7d193a2f2b5936e2ed4b0abbae619dd8 | mssense_eval_v1_0831 | mssense_controlled_balanced | semantic_judgment | 372a58a08bfea7227aa9a9d9b52bcd8dc65879fa8cc9d954e2c8388c55f67fda | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on excel. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 2fba075f34159d33e6b4a016054bb330e8f06395fe2297025fee84752f9d63ce | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0832",
"domain": "crm_update",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 68003dab83274a184d271f2a175510e91210a3fec0945eec52177b736d06c342 | mssense_eval_v1_0832 | mssense_controlled_balanced | semantic_judgment | 2fba075f34159d33e6b4a016054bb330e8f06395fe2297025fee84752f9d63ce | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment scenario for crm_update on web. | null | crm_update | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 09942d8e8e9c8784fe1604e5891321547362405ac89bea74ad1b7b06724e9ff1 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0833",
"domain": "procurement",
"modality": "text",
"task": "modification_intent"
} | [
{
"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": "${ctx.... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 34bf08a7ffcaec3051020fe2f81850826467cf5b2f4c30dc60bc431b3695226b | mssense_eval_v1_0833 | mssense_controlled_balanced | modification_intent | 09942d8e8e9c8784fe1604e5891321547362405ac89bea74ad1b7b06724e9ff1 | Identifier l’intention de modification contrôlée pour un workflow procurement. | modification_intent scenario for procurement on file. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0834",
"domain": "support_ticket",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 6892c0bf40dc688debd2543e0e51b03a416d8e4c2168f22e2398e8198b696437 | mssense_eval_v1_0834 | mssense_controlled_balanced | business_rule_extraction | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | Extraire les règles métier d’un processus support_ticket et les rattacher au LAT. | business_rule_extraction scenario for support_ticket on excel. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 97f8b3c3ab616fb43118b66455285b04b927ef92acdc7627d2d76be13255be41 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0835",
"domain": "logistics",
"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"
} | 7f5ffc6588bf322a1ffa3e2578e8b5235a15d2330517ad8b48158f39fc217fee | mssense_eval_v1_0835 | mssense_controlled_balanced | lat_audit | 97f8b3c3ab616fb43118b66455285b04b927ef92acdc7627d2d76be13255be41 | Auditer un LAT desktop et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for logistics on desktop. | null | logistics | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 7c636618d1c804b5ba49b2894a455418f1d8a08db166902be9b71a6098e6d954 | hard | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0836",
"domain": "compliance",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bb3e9b9f9667f2e3440c00811c60430255cc7059630de41a6acaa5ae6191c8a7 | mssense_eval_v1_0836 | mssense_controlled_balanced | modification_intent | 7c636618d1c804b5ba49b2894a455418f1d8a08db166902be9b71a6098e6d954 | Identifier l’intention de modification contrôlée pour un workflow compliance. | modification_intent scenario for compliance on mail. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0837",
"domain": "insurance_claim",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c6edeb9c482bebeda698c1cb61d941e868c149831b589d8eea63b9f4a387f0a1 | mssense_eval_v1_0837 | mssense_controlled_balanced | business_rule_extraction | 11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35 | 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 | [] | excel | 54151530cdfa457724fd07b743b5c3becb6ab1b3c7b1faa794457d9f21f3d4c8 | medium | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0838",
"domain": "sales_ops",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e5dcfae60f0a88a32aae9d647f8198f4d95b1fbf23e8aa3257267573697943aa | mssense_eval_v1_0838 | mssense_controlled_balanced | workflow_creation | 54151530cdfa457724fd07b743b5c3becb6ab1b3c7b1faa794457d9f21f3d4c8 | Créer un workflow sales_ops à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for sales_ops on excel. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | a47fdaa714c87b37867b606fa978aaa2029457a527440e790e74841e69df20bb | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0839",
"domain": "inventory",
"modality": "mixed",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5952b18c998b15b2973308074f3f5fee969d47491d9a33edaba6bbedabf96131 | mssense_eval_v1_0839 | mssense_controlled_balanced | lat_audit | a47fdaa714c87b37867b606fa978aaa2029457a527440e790e74841e69df20bb | Auditer un LAT desktop et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for inventory on desktop. | null | inventory | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | a07d337d697369d8643423c42d9595d6981bc34aabd8479f6354cfd7c05cb3cc | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0840",
"domain": "finance_invoice",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 5ba51fe4e96be24f549d1ad6808e3c952fce8037ab2f613f2a83fcbdde5b0f3f | mssense_eval_v1_0840 | mssense_controlled_balanced | lat_audit | a07d337d697369d8643423c42d9595d6981bc34aabd8479f6354cfd7c05cb3cc | Auditer un LAT desktop et détecter le problème AMBIGUITE. | lat_audit scenario for finance_invoice on desktop. | null | finance_invoice | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | c9f717561c9bdee7056080c858298c17f2978b6d21f758a71713cff0ace48c6f | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0841",
"domain": "hr_onboarding",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
},
{
"action": "IfCondition",
"channel": "CON... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3aadf997a815f244c26389400776ae2b0566f87f23a47bddac46294c3b46868b | mssense_eval_v1_0841 | mssense_controlled_balanced | semantic_judgment | c9f717561c9bdee7056080c858298c17f2978b6d21f758a71713cff0ace48c6f | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on mail. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 04fdd0b2fed9b70a67afd20f804b5c480c049c489348894d620cd50f15898d82 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0842",
"domain": "crm_update",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d87fb2fdb8290046bb6596407d0e47bd8fbbf1e2efa916a256cfbe5b7ba490b8 | mssense_eval_v1_0842 | mssense_controlled_balanced | workflow_creation | 04fdd0b2fed9b70a67afd20f804b5c480c049c489348894d620cd50f15898d82 | 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 | [] | api | bea47a1105589fd7dd99d8c064759964806ea796bc459d8c2f04be6e682391cd | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0843",
"domain": "procurement",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/procurement"
},
"value": "${ctx.missing_value}"
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bd14d06f7936fb24f393a9fc81d8af961a1bbd7524690172883e86cedf8aa5d9 | mssense_eval_v1_0843 | mssense_controlled_balanced | semantic_judgment | bea47a1105589fd7dd99d8c064759964806ea796bc459d8c2f04be6e682391cd | Juger si le workflow procurement est complet, cohérent et exécutable. | semantic_judgment scenario for procurement on api. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | a36d2372eb5795028349303f9d6537d5508e3ad64d30f1d397e53ae5bdeae036 | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0844",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | fd2c8c6555b236bbbeab8d6c961b7e95a6f96a8bc373287a429b613d9cac02da | mssense_eval_v1_0844 | mssense_controlled_balanced | semantic_judgment | a36d2372eb5795028349303f9d6537d5508e3ad64d30f1d397e53ae5bdeae036 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on desktop. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | api | e05e9e13168fb646df5e3743f062cffbe47116495034d6899089378eb83e7825 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0845",
"domain": "logistics",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/logistics"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | real_artefact | {
"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"
} | 56ec2b75c0ce7169383bd83da37f0d4708d2853afffc880df16f74e59cb7d630 | mssense_eval_v1_0845 | mssense_controlled_balanced | business_rule_extraction | e05e9e13168fb646df5e3743f062cffbe47116495034d6899089378eb83e7825 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on api. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 2b772b93d7bb418ba1343c2cc4bf138e8744a75259de8d7eb6d404f96fa53814 | 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-0846",
"domain": "compliance",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e5387810923018fb91c42081b1bf755a092fe2811111592282e1a643a11eed94 | mssense_eval_v1_0846 | mssense_controlled_balanced | lat_audit | 2b772b93d7bb418ba1343c2cc4bf138e8744a75259de8d7eb6d404f96fa53814 | Auditer un LAT mixed et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for compliance on mixed. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 4579a184ca65eb3b1e5755e1b8e122e969058aae157722ff25c401553c53611c | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0847",
"domain": "insurance_claim",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/insurance_claim"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | aa656dcd67712c8b604ce6f658f2c90534f4f9c44022b10356a234b2e673fd13 | mssense_eval_v1_0847 | mssense_controlled_balanced | business_rule_extraction | 4579a184ca65eb3b1e5755e1b8e122e969058aae157722ff25c401553c53611c | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on web. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 4e17db77e8693c50e70198a26d8cd743502b941595e61cab20d0aa63dd964af3 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0848",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | 6341aecb2bbaf28edf6d955a9d866711877b60bb8bf30dac2813e15639237421 | mssense_eval_v1_0848 | mssense_controlled_balanced | lat_audit | 4e17db77e8693c50e70198a26d8cd743502b941595e61cab20d0aa63dd964af3 | Auditer un LAT desktop et détecter le problème AMBIGUITE. | lat_audit scenario for sales_ops on desktop. | null | sales_ops | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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 | fce670648f07f295268099a64520af5659a0b6dbf8d2c20b5a6c7ac1a3fd4791 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0849",
"domain": "inventory",
"modality": "demo",
"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": "${ctx.... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 47b3d82990dd37aa779c5cc9632a6ead01ddcb835c61799a66c7ecebf0d23eec | mssense_eval_v1_0849 | mssense_controlled_balanced | business_rule_extraction | fce670648f07f295268099a64520af5659a0b6dbf8d2c20b5a6c7ac1a3fd4791 | Extraire les règles métier d’un processus inventory et les rattacher au LAT. | business_rule_extraction scenario for inventory on file. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 5e2b45d76d9aff867eaf8d75d351d18f0f89b7f5b22a9e2c6a5864fd670b4c76 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0850",
"domain": "finance_invoice",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | eecd3d6776307f583af0c14107bcb73da7220083e3000c908ae7e140d38211f2 | mssense_eval_v1_0850 | mssense_controlled_balanced | lat_audit | 5e2b45d76d9aff867eaf8d75d351d18f0f89b7f5b22a9e2c6a5864fd670b4c76 | Auditer un LAT mail et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for finance_invoice on mail. | null | finance_invoice | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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 | fce670648f07f295268099a64520af5659a0b6dbf8d2c20b5a6c7ac1a3fd4791 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0851",
"domain": "hr_onboarding",
"modality": "demo",
"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": "${ctx.... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d5c022d7895e259cb027620b9a669b5dcca0024dfeaa27b58e57ee99035c56ec | mssense_eval_v1_0851 | mssense_controlled_balanced | business_rule_extraction | fce670648f07f295268099a64520af5659a0b6dbf8d2c20b5a6c7ac1a3fd4791 | Extraire les règles métier d’un processus hr_onboarding et les rattacher au LAT. | business_rule_extraction scenario for hr_onboarding on file. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | a9a8f55cea7d42f64aa3c53864041b51b8533c13d225b0cf6ff095dc09a16969 | easy | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0852",
"domain": "crm_update",
"modality": "demo",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | 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"
} | f4fdc6b691b72f55ba669c1bff13d9c981cb0204b83da7c501ac3b3dc0fd420e | mssense_eval_v1_0852 | mssense_controlled_balanced | business_rule_extraction | a9a8f55cea7d42f64aa3c53864041b51b8533c13d225b0cf6ff095dc09a16969 | 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 | [] | file | 95d862aecb0b7fe01ac6385c02ff5ba04b83eed5a1c694950d5960da32fd615b | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0853",
"domain": "procurement",
"modality": "text",
"task": "modification_intent"
} | [
{
"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": "${ctx.... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | fcbfe9f4ad6080622cd8fe1e0ef791c79899c6be75c7f23b3a766307ee7d4bbe | mssense_eval_v1_0853 | mssense_controlled_balanced | modification_intent | 95d862aecb0b7fe01ac6385c02ff5ba04b83eed5a1c694950d5960da32fd615b | Identifier l’intention de modification contrôlée pour un workflow procurement. | modification_intent scenario for procurement on file. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | b220b5ce1fa29094fe2a90991d333faa257bd758007814b73f5a24d9f642d4f9 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0854",
"domain": "support_ticket",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 218a727cf0909fd002c2cb6034ba3a156875ef66941f90f85e2eda877e730c5e | mssense_eval_v1_0854 | mssense_controlled_balanced | workflow_creation | b220b5ce1fa29094fe2a90991d333faa257bd758007814b73f5a24d9f642d4f9 | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité mixed. | workflow_creation scenario for support_ticket on mixed. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | ece35d629c6fea977f6d69900d99c9dfb15e14640463d240109cfd099d08571b | 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-0855",
"domain": "logistics",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c0d495f48e062f915182e383f818da11336ddb38e1f11b84e9224614f568c7d9 | mssense_eval_v1_0855 | mssense_controlled_balanced | semantic_judgment | ece35d629c6fea977f6d69900d99c9dfb15e14640463d240109cfd099d08571b | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on excel. | null | logistics | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 0ab120380ea9e40b22a176e7e72e7083c0416704b945ed4a77dc8e94842a09c5 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0856",
"domain": "compliance",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 1a1c84a1628a4bc111a9321368c691e2fb20bde3c8c54422dc24f7f4c007b794 | mssense_eval_v1_0856 | mssense_controlled_balanced | semantic_judgment | 0ab120380ea9e40b22a176e7e72e7083c0416704b945ed4a77dc8e94842a09c5 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment 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 | [] | excel | 84d113c20f999f3266b07e3f1dd4a83cb224bbd4329f5ca01e96f035b45b8cd0 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0857",
"domain": "insurance_claim",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9c39863714d9017e392258d85513ec07193910be09eb241504f26ee54abab83c | mssense_eval_v1_0857 | mssense_controlled_balanced | lat_audit | 84d113c20f999f3266b07e3f1dd4a83cb224bbd4329f5ca01e96f035b45b8cd0 | Auditer un LAT excel et détecter le problème CONTRADICTION. | lat_audit scenario for insurance_claim on excel. | null | insurance_claim | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 811da828eabd07c2165eeac06a359ef0a3936ad1b030c733622c21af6c197e61 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0858",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "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"
} | 82e0e6dd5206a1462d537e28d21043d9acde6fdb588b7a9dc05b61fd315fffc9 | mssense_eval_v1_0858 | mssense_controlled_balanced | clarification_policy | 811da828eabd07c2165eeac06a359ef0a3936ad1b030c733622c21af6c197e61 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal mail. | clarification_policy scenario for sales_ops on mail. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 519ca7ae9acd3fc4e306d43e916e69a2039cf56e7aa5996ec113b3031b722b54 | 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-0859",
"domain": "inventory",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
},
"value": "${ctx.missing_value}"
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c28c63ff55e0c85b93ac2ace939242e8a67e5f772b6c88132902839d7846091a | mssense_eval_v1_0859 | mssense_controlled_balanced | lat_audit | 519ca7ae9acd3fc4e306d43e916e69a2039cf56e7aa5996ec113b3031b722b54 | Auditer un LAT excel et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for inventory on excel. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | 109265a47eacf6333fc1adad900f810e929e16da24d176029358ecd9a805a70f | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0860",
"domain": "finance_invoice",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 3302a1e2ab97f5dcdbad5383a2542f9ddec91f1a5b413c63dc53e3e2d4b1da30 | mssense_eval_v1_0860 | mssense_controlled_balanced | business_rule_extraction | 109265a47eacf6333fc1adad900f810e929e16da24d176029358ecd9a805a70f | Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT. | business_rule_extraction scenario for finance_invoice on web. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 998d0f3546b4e22e36333b9676899f4ff216222bcbb56d3e135011d862cb5026 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0861",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/hr_onboarding"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "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"
} | 7786e6a94b61bf6b4d9219b94469078388fb7f2225d830e35a098c3a2cc14a00 | mssense_eval_v1_0861 | mssense_controlled_balanced | clarification_policy | 998d0f3546b4e22e36333b9676899f4ff216222bcbb56d3e135011d862cb5026 | 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 | 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 | ce115e5a3e8ae69a80df99d26ec929ab1932f45de9f4e212727e9e6cfbaa4ff7 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0862",
"domain": "crm_update",
"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": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d4b3f21c4aaafbcb926043ae6664ecdad769395e48e653d1e5889eeae7ace9c8 | mssense_eval_v1_0862 | mssense_controlled_balanced | business_rule_extraction | ce115e5a3e8ae69a80df99d26ec929ab1932f45de9f4e212727e9e6cfbaa4ff7 | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on mail. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 880c9324528f25946e4def0bd01927de0d5cfec9fc6e2ede38847063189d54ec | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0863",
"domain": "procurement",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/procurement"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c0bc9ecca69a4382424e31f58c9d597070e37e492c90810fc0d3cc97e1dca95b | mssense_eval_v1_0863 | mssense_controlled_balanced | semantic_judgment | 880c9324528f25946e4def0bd01927de0d5cfec9fc6e2ede38847063189d54ec | Juger si le workflow procurement est complet, cohérent et exécutable. | semantic_judgment scenario for procurement on api. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | database | c16fd43494152a662e5f58c1571540e9cf2c28b3825090206a444006fe8b4fa0 | medium | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0864",
"domain": "support_ticket",
"modality": "audio",
"task": "business_rule_extraction"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | 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"
} | ef444d832213d15d016e0e0fbf291e3a117334297594f145d0110c5dca9da608 | mssense_eval_v1_0864 | mssense_controlled_balanced | business_rule_extraction | c16fd43494152a662e5f58c1571540e9cf2c28b3825090206a444006fe8b4fa0 | Extraire les règles métier d’un processus support_ticket et les rattacher au LAT. | business_rule_extraction scenario for support_ticket on database. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 3d12f68802c67c1d35e2d24ac2ff3e12b2a08530bc4c8ef1b79610238752c312 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0865",
"domain": "logistics",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6bcb1792cf5ebef28a265522e565933191b18d5dc03193a63577718abd08a7ea | mssense_eval_v1_0865 | mssense_controlled_balanced | lat_audit | 3d12f68802c67c1d35e2d24ac2ff3e12b2a08530bc4c8ef1b79610238752c312 | Auditer un LAT web et détecter le problème CONTRADICTION. | lat_audit scenario for logistics on web. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | bf94a450dc80ba7aa4ccd8d01bee504503c7815b3a543ba69d6315cefeea6447 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0866",
"domain": "compliance",
"modality": "audio",
"task": "visual_grounding_governance"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/compliance"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items"... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 09abd24d6401a2cfcb7100c6001408c47338c57e6e1536903675edc71e8f743d | mssense_eval_v1_0866 | mssense_controlled_balanced | visual_grounding_governance | bf94a450dc80ba7aa4ccd8d01bee504503c7815b3a543ba69d6315cefeea6447 | Valider le LAT avec grounding visuel et politique de gouvernance pour compliance. | visual_grounding_governance scenario for compliance on api. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | f4bf4d234452dbc8c3e8e1a25c4f0fcca91f2e552c0a52b28c945680265e9063 | medium | 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-0867",
"domain": "insurance_claim",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"la... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a3ff5b3ae505dde4be9a2f86c9787e16bffe6fc62f0736d4c2813ee1b672e4f0 | mssense_eval_v1_0867 | mssense_controlled_balanced | clarification_policy | f4bf4d234452dbc8c3e8e1a25c4f0fcca91f2e552c0a52b28c945680265e9063 | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal excel. | clarification_policy scenario for insurance_claim on excel. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0868",
"domain": "sales_ops",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 3adf303f2aa41cb4f30721e5afdbbc5c3a5b142ccf2e49a94f3fddee0cc3b6f2 | mssense_eval_v1_0868 | mssense_controlled_balanced | business_rule_extraction | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on excel. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 75f4c27f8f6f9f835a21f48ed00520dc8009506cc9f12dccf24399b2050b1a94 | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0869",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 852a1b3db5596cb7b7f0c87a67b2077bb4fdd0e3e473b58da23d4084936dd2c3 | mssense_eval_v1_0869 | mssense_controlled_balanced | workflow_creation | 75f4c27f8f6f9f835a21f48ed00520dc8009506cc9f12dccf24399b2050b1a94 | Créer un workflow inventory à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | bf5e7bf0c0671acc6b993d78965ddd0d86b8baac9922464ad5fc445bb9853cd4 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0870",
"domain": "finance_invoice",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ef283c9aa75d0ce7609895ff17e73ec1136efa40ba73eb0890d5692ef3e29162 | mssense_eval_v1_0870 | mssense_controlled_balanced | visual_grounding_governance | bf5e7bf0c0671acc6b993d78965ddd0d86b8baac9922464ad5fc445bb9853cd4 | Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice. | visual_grounding_governance scenario for finance_invoice on mixed. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 7e99b8c4e4a218c3f2d58419dc2196b7cfc157e6f973c4a5a7ab80affd7afc7f | hard | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0871",
"domain": "hr_onboarding",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "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"
} | 0e32fe3648c38769c1b14f9ae6e2f604dd1ecc901a5987f4a1df047ef0d48bed | mssense_eval_v1_0871 | mssense_controlled_balanced | lat_audit | 7e99b8c4e4a218c3f2d58419dc2196b7cfc157e6f973c4a5a7ab80affd7afc7f | Auditer un LAT desktop et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for hr_onboarding on desktop. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0872",
"domain": "crm_update",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4dc9379ca4d13386affe1104dfe45e09b1f02fbdb5cd60ed14d0094765e8116f | mssense_eval_v1_0872 | mssense_controlled_balanced | business_rule_extraction | 686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048 | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on excel. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 4351fd8592f5face3843c78637f7a40d51562251a5a085d942e6bfa0cec2dec1 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0873",
"domain": "procurement",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | 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"
} | b4ca081b6f928d999acc840ba36b38bd66a668459bc9282a1c1301b8995065da | mssense_eval_v1_0873 | mssense_controlled_balanced | lat_audit | 4351fd8592f5face3843c78637f7a40d51562251a5a085d942e6bfa0cec2dec1 | Auditer un LAT web et détecter le problème CONTRADICTION. | lat_audit scenario for procurement on web. | null | procurement | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0874",
"domain": "support_ticket",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c70bca566fa55737819a9bd643e1ad879fe5d8b3f18846c37f7bcb979d856e18 | mssense_eval_v1_0874 | mssense_controlled_balanced | workflow_creation | 8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704 | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for support_ticket on excel. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 909d2e73583b549eb044e15361f286df7541011057684d5f61488305b0a1b35e | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0875",
"domain": "logistics",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c154b1af8784c9c9af5b62229a0339840ce2bda9d36f2bd6c10787ec4dccb03e | mssense_eval_v1_0875 | mssense_controlled_balanced | workflow_creation | 909d2e73583b549eb044e15361f286df7541011057684d5f61488305b0a1b35e | Créer un workflow logistics à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for logistics on web. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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 | 4ef056cc3d19ccb39177636b8b0e2bb3137fc66ea61e0415ab47ba6814e6fd62 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0876",
"domain": "compliance",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 56db54566fe83135c83cf1a3ff3365c6a2960565c19ed7fd315ef6bf2493e8a6 | mssense_eval_v1_0876 | mssense_controlled_balanced | business_rule_extraction | 4ef056cc3d19ccb39177636b8b0e2bb3137fc66ea61e0415ab47ba6814e6fd62 | Extraire les règles métier d’un processus compliance et les rattacher au LAT. | business_rule_extraction scenario for compliance on web. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 70de2b1119099f5f58b5fa7faeae841ea44ab9332b8e525f1ba8144b947e48b9 | easy | true | null | [] | UNDERSTOOD | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0877",
"domain": "insurance_claim",
"modality": "audio",
"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": "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"
} | 788523bc05a3f192ae2b87e4b04425bbf1b36c5206843c04fc19884afb99b64d | mssense_eval_v1_0877 | mssense_controlled_balanced | clarification_policy | 70de2b1119099f5f58b5fa7faeae841ea44ab9332b8e525f1ba8144b947e48b9 | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal database. | clarification_policy scenario for insurance_claim on database. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | def81bc52a624b6867f2a35b0640f2dc22a823c4cf6766cdfd5b2086fc083099 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0878",
"domain": "sales_ops",
"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",
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"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
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"block": "controlled-balanced",
"seed": 20260605,
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} | 3055c56d45c2c9894aa3c83a8a95ace3506d67be77c6d167b7ff90b02f0a789e | mssense_eval_v1_0878 | mssense_controlled_balanced | lat_audit | def81bc52a624b6867f2a35b0640f2dc22a823c4cf6766cdfd5b2086fc083099 | Auditer un LAT mixed et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for sales_ops on mixed. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | ea4b4d8ca85ca18c8c6f858cfd6238e217162f00cf9e4af824553c95de228649 | easy | true | null | [] | UNDERSTOOD | [] | demo | {
"assertions": {
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},
"case_id": "CTRL-0879",
"domain": "inventory",
"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 | {
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
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} | 03dc529473a8b9ff09766e5d3c2985cafd47440012b0325bae8da50c14318848 | mssense_eval_v1_0879 | mssense_controlled_balanced | clarification_policy | ea4b4d8ca85ca18c8c6f858cfd6238e217162f00cf9e4af824553c95de228649 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal mixed. | clarification_policy scenario for inventory on mixed. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | b21b3c378ad40e12552ba5cad9999dc84a37299833b1da6d0fa078c19a579037 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
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"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0880",
"domain": "finance_invoice",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
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"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 86cdf668a1196fb9ff728d90ba474af1935a2fe63ed0dfe3a47437ca9e01db78 | mssense_eval_v1_0880 | mssense_controlled_balanced | workflow_creation | b21b3c378ad40e12552ba5cad9999dc84a37299833b1da6d0fa078c19a579037 | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité database. | workflow_creation scenario for finance_invoice on database. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 7997bc4aa5c34c1f6c5321645c45e78b1f6c55c1864597bb4470b5b4da949338 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
"assertions": {
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"expected_issue_types": [
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],
"expected_status": "INVALID",
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},
"case_id": "CTRL-0881",
"domain": "hr_onboarding",
"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": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 963874a9138bfc57b005c540c791a321fe92c3d48a157070933437be0c3ffd3f | mssense_eval_v1_0881 | mssense_controlled_balanced | lat_audit | 7997bc4aa5c34c1f6c5321645c45e78b1f6c55c1864597bb4470b5b4da949338 | Auditer un LAT desktop et détecter le problème CONTRADICTION. | lat_audit scenario for hr_onboarding on desktop. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 97fed7fa72ba2deb8cfdee341c03bada49927fbe89d2e2a48dcf0062d120cb4b | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0882",
"domain": "crm_update",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 7b6c053799abb9dd6aa873dbd5acfc6943f9f3f2c2fb944fa77ae34d08650826 | mssense_eval_v1_0882 | mssense_controlled_balanced | lat_audit | 97fed7fa72ba2deb8cfdee341c03bada49927fbe89d2e2a48dcf0062d120cb4b | Auditer un LAT excel et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for crm_update on excel. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 9b870c8d69c88fad9f3db06fb3c8b890b473b1872d8836379a30bd6eaa107444 | 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-0883",
"domain": "procurement",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main",
"value": "${ctx.missing_value}"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | cae6507e59765467a13d67583eaa47ccda273bd3109e985b9c1d2809d292818d | mssense_eval_v1_0883 | mssense_controlled_balanced | lat_audit | 9b870c8d69c88fad9f3db06fb3c8b890b473b1872d8836379a30bd6eaa107444 | Auditer un LAT mail et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for procurement on mail. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 1c5495923991478ed25d7340f1b6ab611771e33181bb550e488a167717c57145 | 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-0884",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 12c81878826635a5736f461c3e52f7a33122f9394773771d0ef1f5f122fe10aa | mssense_eval_v1_0884 | mssense_controlled_balanced | semantic_judgment | 1c5495923991478ed25d7340f1b6ab611771e33181bb550e488a167717c57145 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on database. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 3b391fdd2ae5d74b70928df9e8c06beb8f34681b169fbe9a1efbad51df07a406 | 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-0885",
"domain": "logistics",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 81baa3c771f0eb0cc49b4379ee483504396e9e4da7113146de89300a673c4e9f | mssense_eval_v1_0885 | mssense_controlled_balanced | lat_audit | 3b391fdd2ae5d74b70928df9e8c06beb8f34681b169fbe9a1efbad51df07a406 | Auditer un LAT excel et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for logistics on excel. | null | logistics | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | f46a7085b70032748b314b16aeba3c4ede450b5f0bb977587d695e8f87c46e45 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0886",
"domain": "compliance",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | 1578f41b5aeb0cfa6fb1da4a64b8db9354feee149afeb81cd4524bcec42599f2 | mssense_eval_v1_0886 | mssense_controlled_balanced | clarification_policy | f46a7085b70032748b314b16aeba3c4ede450b5f0bb977587d695e8f87c46e45 | Déterminer si une clarification est nécessaire pour un workflow compliance en canal database. | clarification_policy scenario for compliance on database. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | d6a6da6f6586ae7fa6ac88232e675612852f7516777055de78043c75e740ed39 | 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-0887",
"domain": "insurance_claim",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 3b59912b4329c90ed58f92e734396bf361957571b9ae8a72ca10a1191848f884 | mssense_eval_v1_0887 | mssense_controlled_balanced | semantic_judgment | d6a6da6f6586ae7fa6ac88232e675612852f7516777055de78043c75e740ed39 | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on database. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 31bf844a32740e89708473272285932951e54ff47e0bd79d92d828d7955c912f | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0888",
"domain": "sales_ops",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 2a236c1ae0da77154d4dbac08799a17ae04ba782c693b568d409156fc5934ea4 | mssense_eval_v1_0888 | mssense_controlled_balanced | semantic_judgment | 31bf844a32740e89708473272285932951e54ff47e0bd79d92d828d7955c912f | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on desktop. | null | sales_ops | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | db828e002e1efbf0f466e08b340c18a29c54a786c6da597db8fd7b72fe742dba | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0889",
"domain": "inventory",
"modality": "mixed",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 06ec01e86b5c13efab3bd71a03073a8837bfbd1056280a8c67327e27fd06c5d3 | mssense_eval_v1_0889 | mssense_controlled_balanced | visual_grounding_governance | db828e002e1efbf0f466e08b340c18a29c54a786c6da597db8fd7b72fe742dba | Valider le LAT avec grounding visuel et politique de gouvernance pour inventory. | visual_grounding_governance scenario for inventory on excel. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 0da1c22fbeb1a4c7b0514602427dfe1b569cffc16f99defaaf8b2c4ba419108c | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0890",
"domain": "finance_invoice",
"modality": "capture",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a5986a01ad5047bf6c2bc5b5d7a5b0c8664b00b858c79ac722ad2f3c1d75f532 | mssense_eval_v1_0890 | mssense_controlled_balanced | visual_grounding_governance | 0da1c22fbeb1a4c7b0514602427dfe1b569cffc16f99defaaf8b2c4ba419108c | Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice. | visual_grounding_governance scenario for finance_invoice on web. | null | finance_invoice | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | ba76ea006f15d2a6b66300504f135ed22a0b583f4ea5aae11204af1b98e6adff | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0891",
"domain": "hr_onboarding",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/hr_onboarding"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "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"
} | 586b1d5f7e0243b6b35a2ca17fd0b88507b96f393197a4ca1902f376e8d7fe61 | mssense_eval_v1_0891 | mssense_controlled_balanced | modification_intent | ba76ea006f15d2a6b66300504f135ed22a0b583f4ea5aae11204af1b98e6adff | Identifier l’intention de modification contrôlée pour un workflow hr_onboarding. | modification_intent scenario for hr_onboarding on web. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | a51186f40555fb03104a647a38668eb1afe057969eaeddce395dee8140e184a5 | 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-0892",
"domain": "crm_update",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a89db45d49f5309e0ba6f3036448b2147b947c75c0b2573e7d424cd9fc916f91 | mssense_eval_v1_0892 | mssense_controlled_balanced | lat_audit | a51186f40555fb03104a647a38668eb1afe057969eaeddce395dee8140e184a5 | Auditer un LAT excel et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for crm_update on excel. | null | crm_update | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 6ce80c1ef88ad7d4d53c2498b656c3cadce5530afc098c20e8802da3f1219f78 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0893",
"domain": "procurement",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 37eacbb3833ad1ff589b1e60d38da73af2b2efb28a4f0ff13c9fc602f56fec3c | mssense_eval_v1_0893 | mssense_controlled_balanced | lat_audit | 6ce80c1ef88ad7d4d53c2498b656c3cadce5530afc098c20e8802da3f1219f78 | Auditer un LAT excel et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for procurement on excel. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 8bf20883ab2e0c15544d78fd11c1a487bb25125e1ea0f8caf448e89abc824a7e | 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-0894",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | fdba0ee173e4f214f3782140c64d448c485de37dd70e419d01b574fce064cfad | mssense_eval_v1_0894 | mssense_controlled_balanced | semantic_judgment | 8bf20883ab2e0c15544d78fd11c1a487bb25125e1ea0f8caf448e89abc824a7e | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on mail. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | api | e05e9e13168fb646df5e3743f062cffbe47116495034d6899089378eb83e7825 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0895",
"domain": "logistics",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/logistics"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | real_artefact | {
"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"
} | 056ff42a71789e855ffdf87ce1751ccc91de655d8ad25ac516057f13304b9e1c | mssense_eval_v1_0895 | mssense_controlled_balanced | business_rule_extraction | e05e9e13168fb646df5e3743f062cffbe47116495034d6899089378eb83e7825 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on api. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 57a9d58ad9fa5cef0138fd3e417b2c2102e991a23452e27f491d2734a7765390 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0896",
"domain": "compliance",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f38f6e730602f9aa1d7d86ff03e1b459fcaa89f1bdc37bb23834109052956692 | mssense_eval_v1_0896 | mssense_controlled_balanced | workflow_creation | 57a9d58ad9fa5cef0138fd3e417b2c2102e991a23452e27f491d2734a7765390 | Créer un workflow compliance à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for compliance on file. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | f9999af577e1192f2359b219bfeb68efbf1330cfa0285ce33e9c5ba9f456ff92 | hard | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0897",
"domain": "insurance_claim",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 1d712bce294c4be87f7d0c66afc8a364ff51fc038a426b4ca814698ff0b90bf7 | mssense_eval_v1_0897 | mssense_controlled_balanced | workflow_creation | f9999af577e1192f2359b219bfeb68efbf1330cfa0285ce33e9c5ba9f456ff92 | 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 | f8ba72af58086f245537c3d47df1cc1d684323e09adadab264e72e8ad17ac566 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0898",
"domain": "sales_ops",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bacf0bb21a368e4804d194a3d3ae7a4d4fe1426760c8e0276ed582b2b8133052 | mssense_eval_v1_0898 | mssense_controlled_balanced | visual_grounding_governance | f8ba72af58086f245537c3d47df1cc1d684323e09adadab264e72e8ad17ac566 | Valider le LAT avec grounding visuel et politique de gouvernance pour sales_ops. | visual_grounding_governance scenario for sales_ops on web. | null | sales_ops | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 75f4c27f8f6f9f835a21f48ed00520dc8009506cc9f12dccf24399b2050b1a94 | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0899",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 4977713b4ac05dd75395bd93e88f9b2b16e1263333d311d61238606d0d7ce998 | mssense_eval_v1_0899 | mssense_controlled_balanced | workflow_creation | 75f4c27f8f6f9f835a21f48ed00520dc8009506cc9f12dccf24399b2050b1a94 | Créer un workflow inventory à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | e55a5f6a48887cb80df914c473a71dd3997906233f163f1219b5181a99e7f89b | 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-0900",
"domain": "finance_invoice",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | 0518b6a11e76309c96d4e5112d120b380226fc5cf022ec83cd992fbe4eee17b0 | mssense_eval_v1_0900 | mssense_controlled_balanced | clarification_policy | e55a5f6a48887cb80df914c473a71dd3997906233f163f1219b5181a99e7f89b | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal file. | clarification_policy scenario for finance_invoice on file. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 84650b542d430cb3d4586f207089d25a9c567140bf62e2922dca0f7be279e746 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0901",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 871fbd4aecd4d28ce1824fffd1eff6544b15cfa46479dd91c9854ff583cec648 | mssense_eval_v1_0901 | mssense_controlled_balanced | clarification_policy | 84650b542d430cb3d4586f207089d25a9c567140bf62e2922dca0f7be279e746 | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal database. | clarification_policy scenario for hr_onboarding on database. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | b708735fe838df4d0a627b02d3692425c68308cb90363396976874a831a00e8d | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0902",
"domain": "crm_update",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "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"
} | b3d296bc8228fd12d5186c65da283a1a4ff54d3824619072252b9b648c3212e0 | mssense_eval_v1_0902 | mssense_controlled_balanced | clarification_policy | b708735fe838df4d0a627b02d3692425c68308cb90363396976874a831a00e8d | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal web. | clarification_policy scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 22f2811cdab3c7b9b9a3e81eba29fd5a98fd98c9f4345386e1a8084c57882321 | hard | true | null | [] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0903",
"domain": "procurement",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "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"
} | 4cfeaf5970c154fb4ce4e3036c851b8eaa7191327ef5cf06f32d1abc50f3d1b5 | mssense_eval_v1_0903 | mssense_controlled_balanced | clarification_policy | 22f2811cdab3c7b9b9a3e81eba29fd5a98fd98c9f4345386e1a8084c57882321 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal desktop. | clarification_policy scenario for procurement on desktop. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | e54882fc344713d0350bacc88ff7b22b159dcd060a3a99d8f7aeec795bebe7d6 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0904",
"domain": "support_ticket",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/support_ticket"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.it... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | fe06953bf210ab2eff4b442f30a1c1eb7333d797bfbd4cb85b9b7c9062b93ada | mssense_eval_v1_0904 | mssense_controlled_balanced | lat_audit | e54882fc344713d0350bacc88ff7b22b159dcd060a3a99d8f7aeec795bebe7d6 | Auditer un LAT api et détecter le problème AMBIGUITE. | lat_audit scenario for support_ticket on api. | null | support_ticket | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | fdb896bd8031ac4852a45e55ff14bb5682be7c3444bbda913519c686d95444c2 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0905",
"domain": "logistics",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 664bfb84036b25d8a0ff328baea32b49348f7b30ceee1ca67aa9b56fbbe743c2 | mssense_eval_v1_0905 | mssense_controlled_balanced | modification_intent | fdb896bd8031ac4852a45e55ff14bb5682be7c3444bbda913519c686d95444c2 | Identifier l’intention de modification contrôlée pour un workflow logistics. | modification_intent scenario for logistics on desktop. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 38856b14a19c05a39e695216b54bad5a231374e2f5f98b17be152dee560aecea | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0906",
"domain": "compliance",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "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"
} | 2e39a02aa10978b2103f12b25f751c6ac91e426a136c7c93be6fce64a437ca74 | mssense_eval_v1_0906 | mssense_controlled_balanced | clarification_policy | 38856b14a19c05a39e695216b54bad5a231374e2f5f98b17be152dee560aecea | Déterminer si une clarification est nécessaire pour un workflow compliance en canal mixed. | clarification_policy scenario for compliance on mixed. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | c5411dc3b05f00570bd92af6fbc22a69f058ba7ea3968dea1e2da61aaa84eb4f | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0907",
"domain": "insurance_claim",
"modality": "audio",
"task": "semantic_judgment"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main",
"value": "${ctx.missing_value}"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 484b8669e8be11363a7a4f60e163b76e318a1968ae7652322820e4880eda605b | mssense_eval_v1_0907 | mssense_controlled_balanced | semantic_judgment | c5411dc3b05f00570bd92af6fbc22a69f058ba7ea3968dea1e2da61aaa84eb4f | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on database. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | b17a68913c40379b6d101f1a88bcc2d7795908690ff7466aa0507ac9fcb45210 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0908",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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 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"
} | 9890e07ee7d8c44f04c89f3a87168c360990f641be0565d3eaa0307f290ce295 | mssense_eval_v1_0908 | mssense_controlled_balanced | lat_audit | b17a68913c40379b6d101f1a88bcc2d7795908690ff7466aa0507ac9fcb45210 | Auditer un LAT mixed et détecter le problème MISSING_PRECONDITION. | lat_audit 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 | c859791f3b4e01772772132657b73083946edc4ba23c998013f286dba99427f6 | hard | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0909",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validit... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ef46f395339e19e71ee2e759c382ae78ad68d2215fedc7c5bd5916195e8f53e4 | mssense_eval_v1_0909 | mssense_controlled_balanced | clarification_policy | c859791f3b4e01772772132657b73083946edc4ba23c998013f286dba99427f6 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal web. | clarification_policy scenario for inventory on web. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0910",
"domain": "finance_invoice",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 344237f402f17f6cc57c560fd67bec85ee6354ea086bbdd5e3ddfe37047ff79e | mssense_eval_v1_0910 | mssense_controlled_balanced | workflow_creation | 5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for finance_invoice on desktop. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 5d9886228254160d1ddd9078ffc3bace0155310c3345fc4d24bec54a105aad77 | medium | true | null | [] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0911",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "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"
} | 21226bc676abf395817e6863c256b8176deac11800cd9c1d861e7ec88d71302c | mssense_eval_v1_0911 | mssense_controlled_balanced | clarification_policy | 5d9886228254160d1ddd9078ffc3bace0155310c3345fc4d24bec54a105aad77 | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal mixed. | clarification_policy scenario for hr_onboarding on mixed. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 9172be30e0f3d856a5b12ffb90490a7f7747cbbd23c58675ff77ea50173576db | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0912",
"domain": "crm_update",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e5418602a9f55aeb2b164fd9cf34348cc5caceb174ef48ca16510d6ddf2150a8 | mssense_eval_v1_0912 | mssense_controlled_balanced | semantic_judgment | 9172be30e0f3d856a5b12ffb90490a7f7747cbbd23c58675ff77ea50173576db | Juger si le workflow crm_update est complet, cohérent et exécutable. | semantic_judgment scenario for crm_update on desktop. | null | crm_update | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 76513552d8cdfddb5973418583f9657ac00fb76c1b4b40dbc2e7a967098eeccb | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0913",
"domain": "procurement",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 953628b7e065af8cf754cd6dac9a3ed489b91113d733ce3cb5ea2f5a9bee2f41 | mssense_eval_v1_0913 | mssense_controlled_balanced | lat_audit | 76513552d8cdfddb5973418583f9657ac00fb76c1b4b40dbc2e7a967098eeccb | Auditer un LAT file et détecter le problème CONTRADICTION. | lat_audit scenario for procurement on file. | null | procurement | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 0db01b0baa8af137afd27dfc6df8277bdd20a3591b2cbab0e0a2a7645a3db152 | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0914",
"domain": "support_ticket",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | fd28acb6d51b876aeb7e29fa0b01bea2778cd7230fa19b166ded324b30322775 | mssense_eval_v1_0914 | mssense_controlled_balanced | lat_audit | 0db01b0baa8af137afd27dfc6df8277bdd20a3591b2cbab0e0a2a7645a3db152 | Auditer un LAT web et détecter le problème PLAN_INCOMPLET. | lat_audit 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 | [] | mixed | e47e4f1c9724c42eb9e200c022f691d91846d459c163761639bed1f2d44c5b8e | 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-0915",
"domain": "logistics",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 39c6bb8964265802d64147a6fde17bb4f759137aceddcbdf24002265735d108d | mssense_eval_v1_0915 | mssense_controlled_balanced | workflow_creation | e47e4f1c9724c42eb9e200c022f691d91846d459c163761639bed1f2d44c5b8e | Créer un workflow logistics à partir d’une intention utilisateur en modalité mixed. | workflow_creation scenario for logistics on mixed. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | a36d2372eb5795028349303f9d6537d5508e3ad64d30f1d397e53ae5bdeae036 | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0916",
"domain": "compliance",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 8a605f367c8bc59a95c87c3cb566eee44539136e78c9069b374cf0a57cab1724 | mssense_eval_v1_0916 | mssense_controlled_balanced | semantic_judgment | a36d2372eb5795028349303f9d6537d5508e3ad64d30f1d397e53ae5bdeae036 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on desktop. | null | compliance | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 6d5f42492894480c093106b14d0c3c7a56299a01f241b61f7a8b657ffad71066 | hard | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0917",
"domain": "insurance_claim",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | d364b3d698b6d1b341284fe86f710e814d8cf9be12c01866bd0380917dc82a7a | mssense_eval_v1_0917 | mssense_controlled_balanced | lat_audit | 6d5f42492894480c093106b14d0c3c7a56299a01f241b61f7a8b657ffad71066 | 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 | [] | desktop | 3c1c2505fe2c73a6743d63e383c79ec0d76a6f028c8fdec0da4375d30ba885f3 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0918",
"domain": "sales_ops",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a5fff0f0b797eccc3440794d740dd7a2c85a6f8aa1084ecf25b0fab7abecaaa0 | mssense_eval_v1_0918 | mssense_controlled_balanced | lat_audit | 3c1c2505fe2c73a6743d63e383c79ec0d76a6f028c8fdec0da4375d30ba885f3 | Auditer un LAT desktop et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for sales_ops on desktop. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | dbfbd2629703f79455e7ef1ffc0b2afcd3a99adf735d9ab00c48b522b4271633 | 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-0919",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struc... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a425a951c5be6e710bca67782dd82de60dad74327f7200b515c8bcc126dac7fb | mssense_eval_v1_0919 | mssense_controlled_balanced | clarification_policy | dbfbd2629703f79455e7ef1ffc0b2afcd3a99adf735d9ab00c48b522b4271633 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal web. | clarification_policy scenario for inventory on web. | null | inventory | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 44c1b1235cd6c6867c035374ea76efbe90a408fcca648629dc72204b3eb901a1 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0920",
"domain": "finance_invoice",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | 4d3559924c704a3b046481c048f7dd251883c6ddcf6b5381bb0c897c0d284f8d | mssense_eval_v1_0920 | mssense_controlled_balanced | semantic_judgment | 44c1b1235cd6c6867c035374ea76efbe90a408fcca648629dc72204b3eb901a1 | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on excel. | null | finance_invoice | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 7fcac0e906ca7023dbafa1e452bd9de9157a017aa21b71bdedd35e5fd5b86de5 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0921",
"domain": "hr_onboarding",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevan... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a5f2e5370c0f6b1bc9652362f9ae255048e79b5bf412bbac53fca998fe854862 | mssense_eval_v1_0921 | mssense_controlled_balanced | lat_audit | 7fcac0e906ca7023dbafa1e452bd9de9157a017aa21b71bdedd35e5fd5b86de5 | Auditer un LAT excel et détecter le problème CONTRADICTION. | lat_audit scenario for hr_onboarding on excel. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 78bbaa722090c1971a31813dc2c34a0c446d0a5199bd11a80ff7398ca10990ae | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0922",
"domain": "crm_update",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | c90907b61f194cd36881051d141f840d5b4fa80da5d203a7174f6225ea33eb2b | mssense_eval_v1_0922 | mssense_controlled_balanced | clarification_policy | 78bbaa722090c1971a31813dc2c34a0c446d0a5199bd11a80ff7398ca10990ae | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal excel. | clarification_policy scenario for crm_update on excel. | null | crm_update | 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-0923",
"domain": "procurement",
"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"
} | 75306192a91e5462c8c5fac919e3bd0d60e8bb2da5ee88b93263ff75c3ff22e7 | mssense_eval_v1_0923 | mssense_controlled_balanced | semantic_judgment | 50c913f33cae41f2bd0ff5f6ff39ff6adf93232d6aadc15e9dc5f3b404e6d0df | Juger si le workflow procurement est complet, cohérent et exécutable. | semantic_judgment scenario for procurement on excel. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 93e197ccfb29373961025a8dba592920cfead3f2295da5d1300cb36df904dcc1 | 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-0924",
"domain": "support_ticket",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 802951f6b6a7f066b671bb69e37502cdf4057924095dedc6cbbc087bcc57f2ac | mssense_eval_v1_0924 | mssense_controlled_balanced | visual_grounding_governance | 93e197ccfb29373961025a8dba592920cfead3f2295da5d1300cb36df904dcc1 | Valider le LAT avec grounding visuel et politique de gouvernance pour support_ticket. | visual_grounding_governance scenario for support_ticket on database. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 255b097629c0193f5ce994e4a1eff1dc8a20020f4e118a6d55cf32f54cf7ebbc | 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-0925",
"domain": "logistics",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"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": "$.items",... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bf460fa38ad541ed68f04a5cdb252c04d8f657def09186274d5f1ea8558116a5 | mssense_eval_v1_0925 | mssense_controlled_balanced | visual_grounding_governance | 255b097629c0193f5ce994e4a1eff1dc8a20020f4e118a6d55cf32f54cf7ebbc | Valider le LAT avec grounding visuel et politique de gouvernance pour logistics. | visual_grounding_governance scenario for logistics on api. | null | logistics | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | da2aba7d0e9fcb92536975cf3fca144ad772cef555ba75e4697137092cfae097 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0926",
"domain": "compliance",
"modality": "capture",
"task": "visual_grounding_governance"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/compliance"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items"... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 90a60648cc8cc6e1f5bfede364d9d186097d6fa96ca676821d00b06146f43462 | mssense_eval_v1_0926 | mssense_controlled_balanced | visual_grounding_governance | da2aba7d0e9fcb92536975cf3fca144ad772cef555ba75e4697137092cfae097 | Valider le LAT avec grounding visuel et politique de gouvernance pour compliance. | visual_grounding_governance scenario for compliance on api. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 97f10969ce175db3ae2137da58c23e685044d69f69bbdf4337992c423c4c98b2 | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0927",
"domain": "insurance_claim",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bdbc9b3e4cbf60427a6d71aa654847b91b6288f514a145139a77cc7b1d574b5a | mssense_eval_v1_0927 | mssense_controlled_balanced | lat_audit | 97f10969ce175db3ae2137da58c23e685044d69f69bbdf4337992c423c4c98b2 | Auditer un LAT file et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for insurance_claim on file. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | d7abc353f0346bf4b5d018bf6b97c7c8a82ea1f313c74217fea6bfc19360e3e0 | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0928",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/sales_ops"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | real_artefact | {
"expected_decision": "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"
} | d89269ba4951280f2d55ad67287ebf65421fa696fe2ab5e1c6342e926999af9c | mssense_eval_v1_0928 | mssense_controlled_balanced | clarification_policy | d7abc353f0346bf4b5d018bf6b97c7c8a82ea1f313c74217fea6bfc19360e3e0 | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal api. | clarification_policy scenario for sales_ops on api. | null | sales_ops | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
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