_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 | [] | mail | c04d32c540515273f16ce5a52bb62f6b88ce9beebdc9c81955393cbaf698bc89 | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0429",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d66bad10ad1062c924715364208c7e7147d05091949b9367f10f0dedf62a5ed3 | mssense_eval_v1_0429 | mssense_controlled_balanced | workflow_creation | c04d32c540515273f16ce5a52bb62f6b88ce9beebdc9c81955393cbaf698bc89 | Créer un workflow inventory à partir d’une intention utilisateur en modalité mail. | workflow_creation scenario for inventory on mail. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 43fca204cd327d042358f9ec72f79eef5f3726aebc5be827947da9d47de7917a | easy | true | null | [] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0430",
"domain": "finance_invoice",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e10fd1c0b1cfd6eb519d23b4660d2f5b0d854f9bf362c52a47e78482ee10125c | mssense_eval_v1_0430 | mssense_controlled_balanced | clarification_policy | 43fca204cd327d042358f9ec72f79eef5f3726aebc5be827947da9d47de7917a | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal desktop. | clarification_policy scenario for finance_invoice on desktop. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0431",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 62586c3e67cbdafbeeca1293b3ad676c10007cd1cd99f3f4a64fec8330bb1db8 | mssense_eval_v1_0431 | mssense_controlled_balanced | clarification_policy | 9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal desktop. | clarification_policy scenario for hr_onboarding on desktop. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | fb506aa38c0214b1c9bc730c1bd7ab614e28e18e9c9ac5010ef8b76e797d7f58 | easy | true | null | [] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0432",
"domain": "crm_update",
"modality": "capture",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e56d05af92eb5e11520d153bc403346e676409a49184fbd8e521b5e2c4ff65de | mssense_eval_v1_0432 | mssense_controlled_balanced | modification_intent | fb506aa38c0214b1c9bc730c1bd7ab614e28e18e9c9ac5010ef8b76e797d7f58 | Identifier l’intention de modification contrôlée pour un workflow crm_update. | modification_intent scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 72568472c825f719df4ddc9e72b42f664a4abceb5f4040b3cc64d24da798f011 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0433",
"domain": "procurement",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_releva... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 583551f75af3871703f72845dff0f8db696940be27e52d5858afc9fed78ed4c3 | mssense_eval_v1_0433 | mssense_controlled_balanced | clarification_policy | 72568472c825f719df4ddc9e72b42f664a4abceb5f4040b3cc64d24da798f011 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal web. | clarification_policy scenario for procurement on web. | null | procurement | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 1cd6e5816dd4fc1ee5309059e47cac9b51793c3c0b86cc59a01821d008fbd465 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0434",
"domain": "support_ticket",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 51198e0b658f90a9857e2ef39577adf823c1d5b188a18c74b7348b035399f577 | mssense_eval_v1_0434 | mssense_controlled_balanced | lat_audit | 1cd6e5816dd4fc1ee5309059e47cac9b51793c3c0b86cc59a01821d008fbd465 | Auditer un LAT desktop et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for support_ticket on desktop. | null | support_ticket | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | 1d80118bbb3572ea27aa6efe78e292da41804406b4ef09e64121dedb9957eec7 | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0435",
"domain": "logistics",
"modality": "demo",
"task": "modification_intent"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/logistics"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | 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"
} | 685bfee8a8009dd35e9ba36fe8c3361ef3cfb64f230226cd34aae88e043e2b88 | mssense_eval_v1_0435 | mssense_controlled_balanced | modification_intent | 1d80118bbb3572ea27aa6efe78e292da41804406b4ef09e64121dedb9957eec7 | Identifier l’intention de modification contrôlée pour un workflow logistics. | modification_intent scenario for logistics on api. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 8af8f284e983b7e5b2316b328547cbe581e0a4175f2a76629e9d809e42bd65ee | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0436",
"domain": "compliance",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 88a292be8f2dc3b208169ae34e7a9331ab6ca9884e05cc422744fea0466a0922 | mssense_eval_v1_0436 | mssense_controlled_balanced | clarification_policy | 8af8f284e983b7e5b2316b328547cbe581e0a4175f2a76629e9d809e42bd65ee | Déterminer si une clarification est nécessaire pour un workflow compliance en canal web. | clarification_policy scenario for compliance on web. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 806e76dafe28d83714c4bcc19ee875a7ffb84016348959fe681eb677c32e3f37 | 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-0437",
"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": [
"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"
} | 19bae1472230d09824f59c804d933e5c750bcb2540b83445b7d404ac6414af6e | mssense_eval_v1_0437 | mssense_controlled_balanced | semantic_judgment | 806e76dafe28d83714c4bcc19ee875a7ffb84016348959fe681eb677c32e3f37 | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on database. | null | insurance_claim | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 2cba3282dfc762faf7de1627c410bd4a6b70343094e05d6add1445a1784e7c06 | 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-0438",
"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": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d1bde0a3513d0cc5c417360afe14982103a9b2a88c5bd54e4506dbf5d5d04099 | mssense_eval_v1_0438 | mssense_controlled_balanced | lat_audit | 2cba3282dfc762faf7de1627c410bd4a6b70343094e05d6add1445a1784e7c06 | Auditer un LAT desktop et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for sales_ops on desktop. | null | sales_ops | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 18257c61106fb51f749ac803d3545402cd84aa11a53b78a6fe1ae24148f761a9 | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0439",
"domain": "inventory",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | cc963f8d8b26564807afcd0ce2c3e2128a5cc3ba01e7ac432b5c5c7d510c0bf5 | mssense_eval_v1_0439 | mssense_controlled_balanced | lat_audit | 18257c61106fb51f749ac803d3545402cd84aa11a53b78a6fe1ae24148f761a9 | Auditer un LAT mixed et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for inventory on mixed. | null | inventory | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 18996509994974cd552c5b376ded33411aaf846802ba338a61228971ce71bbf2 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0440",
"domain": "finance_invoice",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
},
"selector": "le bon bouton"
}
] | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 1efaa6cfdb4c96d4f6688d1a00e7f92a4adf0c0409b02c63e2b6f96059a64683 | mssense_eval_v1_0440 | mssense_controlled_balanced | semantic_judgment | 18996509994974cd552c5b376ded33411aaf846802ba338a61228971ce71bbf2 | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on mail. | null | finance_invoice | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 789c048cd7217570ace9aa4862550d8b8f1eb1fbd8865e702db13add3cd63127 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0441",
"domain": "hr_onboarding",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 0bed01bfd63edd888a02e1db6dd17bc95fb49374dde281fe5b327ba91bd7eebb | mssense_eval_v1_0441 | mssense_controlled_balanced | lat_audit | 789c048cd7217570ace9aa4862550d8b8f1eb1fbd8865e702db13add3cd63127 | Auditer un LAT mixed et détecter le problème CONTRADICTION. | lat_audit scenario for hr_onboarding on mixed. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 1ddcca95df5135ca3fd14125cb8c211ebf11af91b6cac95361df2b46ba905143 | 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-0442",
"domain": "crm_update",
"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 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"
} | d24adb0abfa61dbc146b8855542346871f0b9421ccb5c2ff19d366971d6bd848 | mssense_eval_v1_0442 | mssense_controlled_balanced | visual_grounding_governance | 1ddcca95df5135ca3fd14125cb8c211ebf11af91b6cac95361df2b46ba905143 | Valider le LAT avec grounding visuel et politique de gouvernance pour crm_update. | visual_grounding_governance scenario for crm_update on database. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 6c5bd3152c2b87323051dd2d059bd1a78505299fb5c4039096931a458278894a | 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-0443",
"domain": "procurement",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
},
"value": "${ctx.missing_value}"
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${c... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c8a0c986cb08be835f9869d80374fa70ab125cf6d1735e49cf7591d1da6c22e6 | mssense_eval_v1_0443 | mssense_controlled_balanced | semantic_judgment | 6c5bd3152c2b87323051dd2d059bd1a78505299fb5c4039096931a458278894a | Juger si le workflow procurement est complet, cohérent et exécutable. | semantic_judgment scenario for procurement on file. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | e6a125e3a375935857ed936f2d9e3bec0d4fb9f1f7be4bf2cc60f87e87cbf892 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0444",
"domain": "support_ticket",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | ee361b71d8bd485f21d2c32450e819f42baed531831ceb6e64bebddb072272a5 | mssense_eval_v1_0444 | mssense_controlled_balanced | workflow_creation | e6a125e3a375935857ed936f2d9e3bec0d4fb9f1f7be4bf2cc60f87e87cbf892 | 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 | [] | api | ca719c7e678adba6b7d4e99e32088a40a603f713d978abbfa97975c4d13d66c0 | easy | true | null | [] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0445",
"domain": "logistics",
"modality": "mixed",
"task": "workflow_creation"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/logistics"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.items",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 661b56a4d013c62a0a461afcb505ccc50e05cbff6be753f179f5592b6711a37a | mssense_eval_v1_0445 | mssense_controlled_balanced | workflow_creation | ca719c7e678adba6b7d4e99e32088a40a603f713d978abbfa97975c4d13d66c0 | Créer un workflow logistics à partir d’une intention utilisateur en modalité api. | workflow_creation scenario for logistics on api. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 67fa9600e8ead8740c5e8414908462e905f2ee17d59d083fc2216a829835e390 | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0446",
"domain": "compliance",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 6e34606a451c694afaa63a32aa633e4af7fd00650052d76bac562a392ddcaf0d | mssense_eval_v1_0446 | mssense_controlled_balanced | visual_grounding_governance | 67fa9600e8ead8740c5e8414908462e905f2ee17d59d083fc2216a829835e390 | Valider le LAT avec grounding visuel et politique de gouvernance pour compliance. | visual_grounding_governance scenario for compliance on excel. | null | compliance | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 6763ef337ad677f6dfdb72339fb51e9184496f53e43d14d348d0dc8ad6b43ab4 | easy | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0447",
"domain": "insurance_claim",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/insurance_claim"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 2f9eb2bebaccc6cb30743ca8736e7747acdf51dde04321684cf0c7584ea13923 | mssense_eval_v1_0447 | mssense_controlled_balanced | lat_audit | 6763ef337ad677f6dfdb72339fb51e9184496f53e43d14d348d0dc8ad6b43ab4 | Auditer un LAT web et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for insurance_claim on web. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | mixed | e9da77e3e93094b70566dd77251324181c8ecc7c42e4f0fe9792aae05b9643a0 | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0448",
"domain": "sales_ops",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | e9f1d8fba55720976cb0b65588fb59907eca32243ce3195d8d75ab299be5a1b3 | mssense_eval_v1_0448 | mssense_controlled_balanced | business_rule_extraction | e9da77e3e93094b70566dd77251324181c8ecc7c42e4f0fe9792aae05b9643a0 | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on mixed. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 6961dc71ca4b0c7cbdbb7693bda88723d5d226d75ce77b87de8571a0fc242999 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0449",
"domain": "inventory",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b99cf80956d917faca66a801a9e5aacdd6e70d696d6ce05391af81baa13b55d8 | mssense_eval_v1_0449 | mssense_controlled_balanced | workflow_creation | 6961dc71ca4b0c7cbdbb7693bda88723d5d226d75ce77b87de8571a0fc242999 | Créer un workflow inventory à partir d’une intention utilisateur en modalité mail. | workflow_creation scenario for inventory on mail. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 0e6e20a745548028b8168558f76dc7679a32fe873d4969238d38d8cb3ff70e4c | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0450",
"domain": "finance_invoice",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 92dbc3e800386de71b5cebd9870fcd45c4e0d50dce342fa4c487f75aa3ec9a3f | mssense_eval_v1_0450 | mssense_controlled_balanced | lat_audit | 0e6e20a745548028b8168558f76dc7679a32fe873d4969238d38d8cb3ff70e4c | Auditer un LAT mixed et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for finance_invoice on mixed. | null | finance_invoice | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 61eb8291658c467481d7e4a8d02510543aa811f1306ba59d24428f5fc5c8e23a | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | UNDERSTOOD | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0451",
"domain": "hr_onboarding",
"modality": "mixed",
"task": "modification_intent"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 6abb4513eb187942e8a5536c7ed78b219a2f8d2e8d805bbd1150ed1c04f68200 | mssense_eval_v1_0451 | mssense_controlled_balanced | modification_intent | 61eb8291658c467481d7e4a8d02510543aa811f1306ba59d24428f5fc5c8e23a | Identifier l’intention de modification contrôlée pour un workflow hr_onboarding. | modification_intent scenario for hr_onboarding on mixed. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | d5cab653d485ca7500e43bf9ed40e3b0681f59cb6c1cd4be05f3d2f79e104266 | medium | true | null | [] | UNDERSTOOD | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0452",
"domain": "crm_update",
"modality": "demo",
"task": "modification_intent"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | bacd5b63475e0207a8a71155c33986e116a412ad441971ade1adef2557bfa48a | mssense_eval_v1_0452 | mssense_controlled_balanced | modification_intent | d5cab653d485ca7500e43bf9ed40e3b0681f59cb6c1cd4be05f3d2f79e104266 | Identifier l’intention de modification contrôlée pour un workflow crm_update. | modification_intent scenario for crm_update on excel. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | cbbc5754d0bcb7a24fb3f1ee2324e195dd3df4878ec6a3786b655364fd7a6222 | 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-0453",
"domain": "procurement",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 12139dc75a389429a3658e599a4152ad6f0c6df77f77155c4126b1549ccad511 | mssense_eval_v1_0453 | mssense_controlled_balanced | visual_grounding_governance | cbbc5754d0bcb7a24fb3f1ee2324e195dd3df4878ec6a3786b655364fd7a6222 | Valider le LAT avec grounding visuel et politique de gouvernance pour procurement. | visual_grounding_governance scenario for procurement on excel. | null | procurement | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | eacd62c7a36acd98baf136bac5ae23ff5af0227346aa93ba2eb3dd586e35b27e | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0454",
"domain": "support_ticket",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_stru... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 2fa1fe9c23d60fee6cc62b4d2d6502942a87ba0ca6ad9ca3d768518d4197f1dd | mssense_eval_v1_0454 | mssense_controlled_balanced | visual_grounding_governance | eacd62c7a36acd98baf136bac5ae23ff5af0227346aa93ba2eb3dd586e35b27e | Valider le LAT avec grounding visuel et politique de gouvernance pour support_ticket. | visual_grounding_governance scenario for support_ticket on desktop. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 39cf532618719713f91d857dcf7bcef1734bcf2d0d195bcf0a89f45fc9821015 | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
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},
"case_id": "CTRL-0455",
"domain": "logistics",
"modality": "text",
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} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 55053e3466e4cc5c2d9f97d1be3efdb219979113a4a54064ed93ac9486634944 | mssense_eval_v1_0455 | mssense_controlled_balanced | semantic_judgment | 39cf532618719713f91d857dcf7bcef1734bcf2d0d195bcf0a89f45fc9821015 | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on desktop. | null | logistics | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 09942d8e8e9c8784fe1604e5891321547362405ac89bea74ad1b7b06724e9ff1 | medium | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
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"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0456",
"domain": "compliance",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "UNDERSTOOD",
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"expected_statuses": [],
"required_checks": [
"decision_match",
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d78bc28c3638dfaf564a3e4213d1d23d0bd1a49245d2b863c65dda390a949277 | mssense_eval_v1_0456 | mssense_controlled_balanced | modification_intent | 09942d8e8e9c8784fe1604e5891321547362405ac89bea74ad1b7b06724e9ff1 | Identifier l’intention de modification contrôlée pour un workflow compliance. | modification_intent scenario for compliance on file. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | a1f833f3fc0db9cc6a69d50fbc69bfb3040b7e4dd07cdf783258fe0fe65504f9 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
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"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0457",
"domain": "insurance_claim",
"modality": "text",
"task": "workflow_creation"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
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"lat_structure_validity",
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
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} | b8177b26fa2ce2ddc94f80b70f044e08259d69bd62ec917baae99b8ec6be952a | mssense_eval_v1_0457 | mssense_controlled_balanced | workflow_creation | a1f833f3fc0db9cc6a69d50fbc69bfb3040b7e4dd07cdf783258fe0fe65504f9 | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for insurance_claim on web. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
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"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | web | a47cee1ef93dc70f232ba86b003f1d52d0e42ffdd2964ece521429d5d2ac6452 | medium | true | null | [] | VALID | [] | demo | {
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},
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"task": "business_rule_extraction"
} | [
{
"action": "NavigateTo",
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"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
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"expected_statuses": [],
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} | {
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} | 47e9197fb50864e6362c19223235aa9719e0c902d1ac82178d0e6f7117005d95 | mssense_eval_v1_0458 | mssense_controlled_balanced | business_rule_extraction | a47cee1ef93dc70f232ba86b003f1d52d0e42ffdd2964ece521429d5d2ac6452 | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on web. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 9310fbd55195a48cc1eddd9c4139d25911448908590494766b8bd9c2c0f7e329 | medium | true | null | [
"Valeur saisie utilisateur",
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] | INVALID | [
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},
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"domain": "inventory",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
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"id": "s1",
"value": "${ctx.missing_value}"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"channel": "W... | real_artefact | {
"expected_decision": "INVALID",
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"UNRESOLVED_VARIABLE"
],
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"decision_match",
"issue_type_match",
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"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e6a164bd8c67079323ad76275916d0637a3e927809e2e5d74f2f4751d1a6ceff | mssense_eval_v1_0459 | mssense_controlled_balanced | semantic_judgment | 9310fbd55195a48cc1eddd9c4139d25911448908590494766b8bd9c2c0f7e329 | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on web. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 74aa99f3cbe79ea3d2fed6c641926b355f701b501317f18f07673ad6a27c6d69 | medium | true | null | [] | QUESTION | [
"MISSING_PRECONDITION"
] | text | {
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],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0460",
"domain": "finance_invoice",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7a82394fa5a85970ecda3ec084f7aad0a1bc50eb39ae94beae3b3e6edd5c25f3 | mssense_eval_v1_0460 | mssense_controlled_balanced | clarification_policy | 74aa99f3cbe79ea3d2fed6c641926b355f701b501317f18f07673ad6a27c6d69 | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal web. | clarification_policy scenario for finance_invoice on web. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | acac94e527ec0ae6f4c7e175cb8747db4d9c670c27049fb2135f3ee17b6839a9 | easy | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | capture | {
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"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0461",
"domain": "hr_onboarding",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"expected_decision": "INVALID",
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"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"
} | 7eb84775e8f13c0b38f2d9d6554a15dcfa08ab4444114aa6899ddb880a7bf644 | mssense_eval_v1_0461 | mssense_controlled_balanced | lat_audit | acac94e527ec0ae6f4c7e175cb8747db4d9c670c27049fb2135f3ee17b6839a9 | Auditer un LAT file et détecter le problème UNRESOLVED_VARIABLE. | lat_audit scenario for hr_onboarding on file. | null | hr_onboarding | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
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"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | excel | 73cea6b04aa02ead9fde06eebe28631d4371b1a13bdcfdb0f9cbc2d538cec932 | easy | true | null | [] | VALID | [] | demo | {
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},
"case_id": "CTRL-0462",
"domain": "crm_update",
"modality": "demo",
"task": "business_rule_extraction"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
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"expected_statuses": [],
"required_checks": [
"decision_match",
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]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e5b55b875fb619df69d58451b86a75fa7ae36a66b60c7f2be7d9fb26c19fa916 | mssense_eval_v1_0462 | mssense_controlled_balanced | business_rule_extraction | 73cea6b04aa02ead9fde06eebe28631d4371b1a13bdcfdb0f9cbc2d538cec932 | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on excel. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 6474378595ce8f5f2378e9759ead5a19f66e548575ab3c91526ad0ad5c2253d7 | medium | true | null | [] | INVALID | [
"INCONSISTENT_FLOW"
] | demo | {
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],
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"no_split": true
},
"case_id": "CTRL-0463",
"domain": "procurement",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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,
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} | 67beaaa36fe56c3cdb4b9211217779e816bee4ee827bb61c507f4672204d1eba | mssense_eval_v1_0463 | mssense_controlled_balanced | lat_audit | 6474378595ce8f5f2378e9759ead5a19f66e548575ab3c91526ad0ad5c2253d7 | Auditer un LAT web et détecter le problème INCONSISTENT_FLOW. | lat_audit scenario for procurement on web. | null | procurement | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | ab7cbdb858dd9c0095509867436eb68bfe6379cc553f1314b9fd3553283ef87e | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
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],
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"no_split": true
},
"case_id": "CTRL-0464",
"domain": "support_ticket",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 17fc31def2aebd446b46bc1aba0d112a2f9ebe065b2e4fe8de9a391f1d933e67 | mssense_eval_v1_0464 | mssense_controlled_balanced | semantic_judgment | ab7cbdb858dd9c0095509867436eb68bfe6379cc553f1314b9fd3553283ef87e | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on web. | null | support_ticket | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
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"lat_step_ids": [
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"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 9322cac89966aedd9a7cd1c3bc0a91b40dcf8f0a8a343aab5f4118a171aaa5f5 | medium | true | null | [
"Priorité à la règle de seuil",
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"Demander validation manager"
] | VALID | [] | text | {
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"no_split": true
},
"case_id": "CTRL-0465",
"domain": "logistics",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
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"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | dc06c215a9b4c062ab20d9e114baa022bddc55ca449d63cb380c38f72ed84c08 | mssense_eval_v1_0465 | mssense_controlled_balanced | business_rule_extraction | 9322cac89966aedd9a7cd1c3bc0a91b40dcf8f0a8a343aab5f4118a171aaa5f5 | Extraire les règles métier d’un processus logistics et les rattacher au LAT. | business_rule_extraction scenario for logistics on desktop. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | dc2582e08381d0ce60c815882db7ee0ab24e8b528f0266432fea68eeeb7b7973 | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0466",
"domain": "compliance",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_st... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e9b33dc6f875d96190dfe9af24c606ae63c6170046fd3248f750d37f866b8af0 | mssense_eval_v1_0466 | mssense_controlled_balanced | semantic_judgment | dc2582e08381d0ce60c815882db7ee0ab24e8b528f0266432fea68eeeb7b7973 | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on desktop. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | ed4b8f19ef778b83d52000d2bf23b0c0fea7dfe4b1cfcde2ac642c7926550382 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0467",
"domain": "insurance_claim",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/insurance_claim"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.i... | real_artefact | {
"expected_decision": "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"
} | 7f80e09f760615ff0414a7e79725a3edc82def4ddca4f964817a62fd846b79f4 | mssense_eval_v1_0467 | mssense_controlled_balanced | clarification_policy | ed4b8f19ef778b83d52000d2bf23b0c0fea7dfe4b1cfcde2ac642c7926550382 | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal api. | clarification_policy scenario for insurance_claim on api. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0468",
"domain": "sales_ops",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | fce2421af96006af90545b24de89c5d1dc2f065fa5f46d721a11c8d54c915d14 | mssense_eval_v1_0468 | mssense_controlled_balanced | workflow_creation | 5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea | Créer un workflow sales_ops à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for sales_ops on desktop. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | a4586d8c01d923788638b256d29f4129b4136d57c75cd7a8e3bdef1cd8ff70ea | medium | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0469",
"domain": "inventory",
"modality": "audio",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d621210cd56044a2603522f18310525b78af35670519bcd623b2404335d3c25e | mssense_eval_v1_0469 | mssense_controlled_balanced | workflow_creation | a4586d8c01d923788638b256d29f4129b4136d57c75cd7a8e3bdef1cd8ff70ea | Créer un workflow inventory à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | a470f337c16ec46a45b81ce2e287de4f21a65d527dac387e92135a6682834952 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0470",
"domain": "finance_invoice",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 10d4b0121f9cd9e31a23163e282650b12f82314fa1bafdd076fdf0432b9842cb | mssense_eval_v1_0470 | mssense_controlled_balanced | lat_audit | a470f337c16ec46a45b81ce2e287de4f21a65d527dac387e92135a6682834952 | Auditer un LAT excel et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for finance_invoice on excel. | null | finance_invoice | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | cc19038abf3ed7a9d6773e5444fae87a99342dc12987cc33ca1adddd695d6004 | 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-0471",
"domain": "hr_onboarding",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 50ba3806aadb73a95f03edd9d44b02ee45ae27aa89aca854d56946931e31d453 | mssense_eval_v1_0471 | mssense_controlled_balanced | semantic_judgment | cc19038abf3ed7a9d6773e5444fae87a99342dc12987cc33ca1adddd695d6004 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on excel. | null | hr_onboarding | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | file | 026ac7a96aa8268f0e1daa8ebbb4684bd7cafdf6be7e2b6f8af3c367d6af197d | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0472",
"domain": "crm_update",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 72e90922c83f4917368fe8186b1ffdc0cadeb22d9b1822006aa492c2578b658a | mssense_eval_v1_0472 | mssense_controlled_balanced | business_rule_extraction | 026ac7a96aa8268f0e1daa8ebbb4684bd7cafdf6be7e2b6f8af3c367d6af197d | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on file. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 51ae1d1e82aa73120ceba37762f84f0648d79fb54a3948766ea3b1adb054f814 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0473",
"domain": "procurement",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9e46c57a617739803589cec9cdab82bc033bbc91b5cca2a51fa69274cdcf66d8 | mssense_eval_v1_0473 | mssense_controlled_balanced | clarification_policy | 51ae1d1e82aa73120ceba37762f84f0648d79fb54a3948766ea3b1adb054f814 | Déterminer si une clarification est nécessaire pour un workflow procurement en canal web. | clarification_policy scenario for procurement on web. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0474",
"domain": "support_ticket",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "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"
} | 9ddfcfbe1c1c600675ac59e093cbe929ca97066899769a2454ec2264a927b379 | mssense_eval_v1_0474 | mssense_controlled_balanced | clarification_policy | 94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136 | Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal mixed. | clarification_policy scenario for support_ticket on mixed. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | cafc3fbcc685d51eead9adcef637b5c6ff1de743be24f7e1abd6369a2170d646 | 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-0475",
"domain": "logistics",
"modality": "audio",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "${ctx.missing_value}"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"channel": "W... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 8e0856b905d5b3e52740789b2646cda4c6dda6f9180f73d3c2fa46bc6c1a0758 | mssense_eval_v1_0475 | mssense_controlled_balanced | semantic_judgment | cafc3fbcc685d51eead9adcef637b5c6ff1de743be24f7e1abd6369a2170d646 | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on web. | null | logistics | 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-0476",
"domain": "compliance",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | a6f40bf2137b96eabe72050fd75b2736026d23ad29669eb9ed523afb4e09d203 | mssense_eval_v1_0476 | mssense_controlled_balanced | lat_audit | b17a68913c40379b6d101f1a88bcc2d7795908690ff7466aa0507ac9fcb45210 | Auditer un LAT mixed et détecter le problème MISSING_PRECONDITION. | lat_audit scenario for compliance on mixed. | null | compliance | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 97368b24e635b742ccc6fb8e1985c9cc5fe0bba18ca73d076f44f366058f1c53 | medium | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0477",
"domain": "insurance_claim",
"modality": "demo",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | 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"
} | aaeb7462ffc016a33a821878b41d4813b3b1ab087c97cea77f25a5c9188da58d | mssense_eval_v1_0477 | mssense_controlled_balanced | visual_grounding_governance | 97368b24e635b742ccc6fb8e1985c9cc5fe0bba18ca73d076f44f366058f1c53 | Valider le LAT avec grounding visuel et politique de gouvernance pour insurance_claim. | visual_grounding_governance scenario for insurance_claim on mail. | null | insurance_claim | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | file | 026ac7a96aa8268f0e1daa8ebbb4684bd7cafdf6be7e2b6f8af3c367d6af197d | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0478",
"domain": "sales_ops",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b847f56b5e301fb5381cfb584142846e50d5dfd2f34de78aea75b3972cd28c35 | mssense_eval_v1_0478 | mssense_controlled_balanced | business_rule_extraction | 026ac7a96aa8268f0e1daa8ebbb4684bd7cafdf6be7e2b6f8af3c367d6af197d | Extraire les règles métier d’un processus sales_ops et les rattacher au LAT. | business_rule_extraction scenario for sales_ops on file. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 3e8211b2394322da601e898718549a92a59d4a3db69c0d07b19efc18f4c0cf87 | easy | true | null | [] | UNDERSTOOD | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0479",
"domain": "inventory",
"modality": "mixed",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "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"
} | 4e39bfb68f0cbcde99f9f1a186c9663504ed455c8b5f6f7aa94ca4e5246ee3b3 | mssense_eval_v1_0479 | mssense_controlled_balanced | clarification_policy | 3e8211b2394322da601e898718549a92a59d4a3db69c0d07b19efc18f4c0cf87 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal web. | clarification_policy scenario for inventory on web. | null | inventory | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 7286c9c17c5bb8050585f95921e91ba8118f894d634b8319725c60e9b79c67d6 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0480",
"domain": "finance_invoice",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0506acf413c93e0f800d9c1a21995a2342f7ac5ae6a1e53238d249833190e281 | mssense_eval_v1_0480 | mssense_controlled_balanced | clarification_policy | 7286c9c17c5bb8050585f95921e91ba8118f894d634b8319725c60e9b79c67d6 | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal web. | clarification_policy scenario for finance_invoice on web. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | e6a125e3a375935857ed936f2d9e3bec0d4fb9f1f7be4bf2cc60f87e87cbf892 | easy | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0481",
"domain": "hr_onboarding",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${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"
} | 42652e98d091105eac596ba0f31dccd5b2ea79f85d2b3369194307186242bc36 | mssense_eval_v1_0481 | mssense_controlled_balanced | workflow_creation | e6a125e3a375935857ed936f2d9e3bec0d4fb9f1f7be4bf2cc60f87e87cbf892 | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for hr_onboarding on excel. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 7b3c6eb1159498f9a6650e0471fccad4a7115ac557549353810f6e49f8e39b4d | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0482",
"domain": "crm_update",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e0b7a59f762b1d8fa3530a5ad36ddc07bcd63db0d5d9b699eb5a8939a45df623 | mssense_eval_v1_0482 | mssense_controlled_balanced | business_rule_extraction | 7b3c6eb1159498f9a6650e0471fccad4a7115ac557549353810f6e49f8e39b4d | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on desktop. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 25007b7f8a7226a5b29b29d4b09b6b563244012b66e4ce9b092f80887bb7c60f | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0483",
"domain": "procurement",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main",
"value": "${ctx.missing_value}"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 89f4e6aec23d12180b1a742805dd88296d4800597842f524b0e85fcb942c5c10 | mssense_eval_v1_0483 | mssense_controlled_balanced | lat_audit | 25007b7f8a7226a5b29b29d4b09b6b563244012b66e4ce9b092f80887bb7c60f | Auditer un LAT database et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for procurement on database. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | b9ded79e407984cc5f5a036491b0d0f3f58f961505ecff6effbb4b547b5af710 | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0484",
"domain": "support_ticket",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 9a720e80d386660b10af243efc4961d713d939072445aacfd4e3d820038a608c | mssense_eval_v1_0484 | mssense_controlled_balanced | semantic_judgment | b9ded79e407984cc5f5a036491b0d0f3f58f961505ecff6effbb4b547b5af710 | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on file. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 956a270df6159cf4bc5d1433679d8e50cb074399a7376fee14331b8cb7ab1006 | easy | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0485",
"domain": "logistics",
"modality": "audio",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | 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"
} | a372e1d5a732098363d47d0965c3a6443335b10d7a859c61f6b0c1d78f0ebe94 | mssense_eval_v1_0485 | mssense_controlled_balanced | semantic_judgment | 956a270df6159cf4bc5d1433679d8e50cb074399a7376fee14331b8cb7ab1006 | Juger si le workflow logistics est complet, cohérent et exécutable. | semantic_judgment scenario for logistics on web. | null | logistics | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 05fde8fc159067a54395e3848ab423ace69ebff641b76a6bccffea7f29c153ba | medium | true | null | [] | QUESTION | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0486",
"domain": "compliance",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"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"
} | eac474f842ef4150d1e30252c4dc36cc1fa1ad08eee001c8928316d7e9580cf9 | mssense_eval_v1_0486 | mssense_controlled_balanced | clarification_policy | 05fde8fc159067a54395e3848ab423ace69ebff641b76a6bccffea7f29c153ba | 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 | [] | web | e4dc5270d4b3f093f89f4e0af43e86d1dd58d54f1ec7c82a12a73bf78a6ffcf4 | 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-0487",
"domain": "insurance_claim",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/insurance_claim"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_struct... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | f0768091537f5376c69b0c99160126c8b13b4296ab7ef88cb31d10357128e879 | mssense_eval_v1_0487 | mssense_controlled_balanced | semantic_judgment | e4dc5270d4b3f093f89f4e0af43e86d1dd58d54f1ec7c82a12a73bf78a6ffcf4 | Juger si le workflow insurance_claim est complet, cohérent et exécutable. | semantic_judgment scenario for insurance_claim on web. | null | insurance_claim | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | ee491a651f6fc6057f534bed7318ca9095ab70cfb80407af550e2ecd39bca258 | hard | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0488",
"domain": "sales_ops",
"modality": "audio",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e2915c5f669b9fee217d9af7c62e8fd0eb7c84c58589cc0b43d58600313b81e8 | mssense_eval_v1_0488 | mssense_controlled_balanced | semantic_judgment | ee491a651f6fc6057f534bed7318ca9095ab70cfb80407af550e2ecd39bca258 | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment scenario for sales_ops on web. | null | sales_ops | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | b2230b9a1f4c98f5c7a957d26eb88af69e5899c356b6d9091d6fa915a9d5d8d0 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0489",
"domain": "inventory",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 7ef4789e4a7ea10607a86702635750a5f281fa6911454c2942a67739ce62dd50 | mssense_eval_v1_0489 | mssense_controlled_balanced | lat_audit | b2230b9a1f4c98f5c7a957d26eb88af69e5899c356b6d9091d6fa915a9d5d8d0 | Auditer un LAT web et détecter le problème CONTRADICTION. | lat_audit scenario for inventory on web. | null | inventory | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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 | 5e548ac4d3df37e281e4a4e6a4f543ab6de1573f0a3db47b19a0074c4f6a87de | hard | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0490",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b5dbc8ddbe142f6192116c089a3e560becf3a487b784e8b34770724de019cea0 | mssense_eval_v1_0490 | mssense_controlled_balanced | business_rule_extraction | 5e548ac4d3df37e281e4a4e6a4f543ab6de1573f0a3db47b19a0074c4f6a87de | Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT. | business_rule_extraction scenario for finance_invoice on web. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 6cad84351b2902aab57a6fede48106d50908eb5e9d2758101e2cd19ba4b7b3c2 | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0491",
"domain": "hr_onboarding",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${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": [
"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"
} | f1b4178b19d9a6e6c1da384ff7600d0cbb7cec3123d462eaff2d7e7eefe81eda | mssense_eval_v1_0491 | mssense_controlled_balanced | clarification_policy | 6cad84351b2902aab57a6fede48106d50908eb5e9d2758101e2cd19ba4b7b3c2 | Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal file. | clarification_policy scenario for hr_onboarding on file. | null | hr_onboarding | 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 | f0292085f6f9fa7fc79331ef29881873a93fbeb237d1c884b4e5ef43e1203527 | hard | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0492",
"domain": "crm_update",
"modality": "audio",
"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": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c2ec981e03b35c508165528a5c12c0fbce57501b99f72e2dac587c710b042d6c | mssense_eval_v1_0492 | mssense_controlled_balanced | business_rule_extraction | f0292085f6f9fa7fc79331ef29881873a93fbeb237d1c884b4e5ef43e1203527 | Extraire les règles métier d’un processus crm_update et les rattacher au LAT. | business_rule_extraction scenario for crm_update on web. | null | crm_update | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | cbbc5754d0bcb7a24fb3f1ee2324e195dd3df4878ec6a3786b655364fd7a6222 | easy | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0493",
"domain": "procurement",
"modality": "text",
"task": "visual_grounding_governance"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | 31840bf41c1f55fd238469ae1e47787694a1de9dc2b1d26da17f6d6dcbd92d84 | mssense_eval_v1_0493 | mssense_controlled_balanced | visual_grounding_governance | cbbc5754d0bcb7a24fb3f1ee2324e195dd3df4878ec6a3786b655364fd7a6222 | Valider le LAT avec grounding visuel et politique de gouvernance pour procurement. | visual_grounding_governance 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 | [] | desktop | 3502862689a7d66979054108456263ccdd35fdfdcaf69329f696f5a7bc0dbe8c | 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-0494",
"domain": "support_ticket",
"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 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"
} | 6e37b57136217aca6130c5174e0f38a590ab6131c215565645e7104ad83b22bb | mssense_eval_v1_0494 | mssense_controlled_balanced | semantic_judgment | 3502862689a7d66979054108456263ccdd35fdfdcaf69329f696f5a7bc0dbe8c | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on desktop. | null | support_ticket | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 7fc72b46ef0fb049073664fe18ac4453fa6c90e2fee07471e93d89100831b239 | easy | true | null | [] | UNDERSTOOD | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0495",
"domain": "logistics",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7ec48446fcbcf70657f0164482bc3616d757c0872cfbf962b8f12376909704ee | mssense_eval_v1_0495 | mssense_controlled_balanced | clarification_policy | 7fc72b46ef0fb049073664fe18ac4453fa6c90e2fee07471e93d89100831b239 | Déterminer si une clarification est nécessaire pour un workflow logistics en canal mail. | clarification_policy scenario for logistics on mail. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 0cbc50ac988a49358e0be92c29800780837771eb87e64f47c80db35c990f9fab | medium | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUITE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0496",
"domain": "compliance",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/compliance"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | efc09f41c5415dc6768523234bbcd4276b5b629898ce24038887b9b81b5e8143 | mssense_eval_v1_0496 | mssense_controlled_balanced | semantic_judgment | 0cbc50ac988a49358e0be92c29800780837771eb87e64f47c80db35c990f9fab | Juger si le workflow compliance est complet, cohérent et exécutable. | semantic_judgment scenario for compliance on web. | null | compliance | Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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 | 73922c057b61e0a5d0843e601d64a891f6533ecf4780b2828d66ebe22634acab | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0497",
"domain": "insurance_claim",
"modality": "text",
"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"
}
}
] | 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"
} | b6c39cfe5a849503038b38e1092a4e9b84a3c8d81f192e7c27bc6e185b6e539f | mssense_eval_v1_0497 | mssense_controlled_balanced | business_rule_extraction | 73922c057b61e0a5d0843e601d64a891f6533ecf4780b2828d66ebe22634acab | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on database. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e17169f4470f9ad585a1fb37047b124ef3eddc6559b0e206d923e3cb502f75bb | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0498",
"domain": "sales_ops",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 076777639ee332ba7983619229e099037d49c379d7e5538b4030d8a90b5b0f3a | mssense_eval_v1_0498 | mssense_controlled_balanced | clarification_policy | e17169f4470f9ad585a1fb37047b124ef3eddc6559b0e206d923e3cb502f75bb | Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal web. | clarification_policy scenario for sales_ops on web. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | fc5a49d058d1133e573aa2856e7a3d9f8b9aa5aedc665ac5259a5922b5654aa1 | hard | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0499",
"domain": "inventory",
"modality": "audio",
"task": "lat_audit"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main",
"value": "${ctx.missing_value}"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 141873b7bff22706317ad6a914c2b610188c0453315f597ace0acc588b8d94c4 | mssense_eval_v1_0499 | mssense_controlled_balanced | lat_audit | fc5a49d058d1133e573aa2856e7a3d9f8b9aa5aedc665ac5259a5922b5654aa1 | Auditer un LAT mail et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for inventory on mail. | null | inventory | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e798676425aba13d028a1b4a45ec7da7f1af8b61fc0d590f9aa330aa08dd8bc4 | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0500",
"domain": "finance_invoice",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/finance_invoice"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0c98d46a37699455339b7eda66a7ab7ec0eec6ead2eec86c882547def0f72e52 | mssense_eval_v1_0500 | mssense_controlled_balanced | semantic_judgment | e798676425aba13d028a1b4a45ec7da7f1af8b61fc0d590f9aa330aa08dd8bc4 | Juger si le workflow finance_invoice est complet, cohérent et exécutable. | semantic_judgment scenario for finance_invoice on web. | null | finance_invoice | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 9c8e3b2000dc1c49c3c4669440c77f72e57a73d8cd1a20a6332bad5c89dc0410 | hard | true | null | [] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0501",
"domain": "hr_onboarding",
"modality": "demo",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validity... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b1b9b19718573f16769f331879d992efb8e1428dd115ac24c8569597e7de0137 | mssense_eval_v1_0501 | mssense_controlled_balanced | semantic_judgment | 9c8e3b2000dc1c49c3c4669440c77f72e57a73d8cd1a20a6332bad5c89dc0410 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on file. | null | hr_onboarding | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | ddb654290de8ec0b679d677f75c57300f440bc8829a369fb051fbc740e416710 | easy | true | null | [] | INVALID | [
"AMBIGUOUS_SELECTOR"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0502",
"domain": "crm_update",
"modality": "text",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/crm_update"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"AMBIGUOUS_SELECTOR"
],
"expected_question": "Quel 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"
} | 86c8b84414943581e0d8a39d744f6ab7d3309df53aae17d719b31452fb906f71 | mssense_eval_v1_0502 | mssense_controlled_balanced | lat_audit | ddb654290de8ec0b679d677f75c57300f440bc8829a369fb051fbc740e416710 | Auditer un LAT web et détecter le problème AMBIGUOUS_SELECTOR. | lat_audit scenario for crm_update on web. | null | crm_update | Quel sélecteur stable identifie l’élément cible sans ambiguïté ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 1e36f0a3ca18f5c55975accedbcf0380114b66627e6f689b2f9257eb44b37f1b | medium | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0503",
"domain": "procurement",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/procurement"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 292a10bdc45abc229bdbeef7d3344a0342d6c072769562ade4efca1b49914f00 | mssense_eval_v1_0503 | mssense_controlled_balanced | modification_intent | 1e36f0a3ca18f5c55975accedbcf0380114b66627e6f689b2f9257eb44b37f1b | Identifier l’intention de modification contrôlée pour un workflow procurement. | modification_intent scenario for procurement on web. | null | procurement | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 0494b393b8f1b981446b0d60876add0aa0035b959ccf6d960245475b6067e892 | medium | true | null | [] | VALID | [] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0504",
"domain": "support_ticket",
"modality": "capture",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | 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"
} | 80376f5a7687acad32dffc5aa32e097b242edfe4128e54cda02bf653b80be2ca | mssense_eval_v1_0504 | mssense_controlled_balanced | workflow_creation | 0494b393b8f1b981446b0d60876add0aa0035b959ccf6d960245475b6067e892 | Créer un workflow support_ticket à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for support_ticket on web. | null | support_ticket | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | e0ed38a7768b69f1a1ee356607db70a1fd2f2deeb5d44792d704d6f0caf3d6d7 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | QUESTION | [
"INCONSISTENT_FLOW"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0505",
"domain": "logistics",
"modality": "capture",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/logistics"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_releva... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 911dcc0c46032f4bba3b8fa29cf70f35c1e3a18891a4944dad9ab38395b3753c | mssense_eval_v1_0505 | mssense_controlled_balanced | clarification_policy | e0ed38a7768b69f1a1ee356607db70a1fd2f2deeb5d44792d704d6f0caf3d6d7 | Déterminer si une clarification est nécessaire pour un workflow logistics en canal web. | clarification_policy scenario for logistics on web. | null | logistics | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | d691ae590bc89b0deb48d8160c65fe770b3b939c7473697cf2b5b3bb3f6e957c | hard | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0506",
"domain": "compliance",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle 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"
} | d5eae73e7b0c2f36672888386f821a71fcef07f12ac2840c644d9b756d4e5dee | mssense_eval_v1_0506 | mssense_controlled_balanced | lat_audit | d691ae590bc89b0deb48d8160c65fe770b3b939c7473697cf2b5b3bb3f6e957c | Auditer un LAT file et détecter le problème PLAN_INCOMPLET. | lat_audit scenario for compliance on file. | null | compliance | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mail | 90bbcb3dab47f9b90114aad46fb44280b2eb66744f1409d76cdac38626da51c9 | medium | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0507",
"domain": "insurance_claim",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "OpenMailbox",
"channel": "MAIL",
"id": "s1",
"instance": "mail_main"
},
{
"action": "SendEmail",
"channel": "MAIL",
"id": "s2",
"params": {
"subject": "Notification",
"to": "${ctx.recipient}"
}
}
] | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"la... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 22250f42b4c41ec4f5e4847188318c6c7026bac559c0621cab521dab4c0564e8 | mssense_eval_v1_0507 | mssense_controlled_balanced | clarification_policy | 90bbcb3dab47f9b90114aad46fb44280b2eb66744f1409d76cdac38626da51c9 | Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal mail. | clarification_policy scenario for insurance_claim on mail. | null | insurance_claim | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | 8debb40a663b30d37ad6a64949313df861f46e3496736d1c87a44eaf000e8bfe | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0508",
"domain": "sales_ops",
"modality": "mixed",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 670ee2a204545c18382b6aa950dc98ce7cc6d1f3fca7c16124cbb997e3d4d065 | mssense_eval_v1_0508 | mssense_controlled_balanced | semantic_judgment | 8debb40a663b30d37ad6a64949313df861f46e3496736d1c87a44eaf000e8bfe | Juger si le workflow sales_ops est complet, cohérent et exécutable. | semantic_judgment 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 | 6079f9255341ec84b02815845284829ece0b834fd810c592f5ce4f38d4e90c05 | hard | true | null | [] | QUESTION | [
"UNRESOLVED_VARIABLE"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0509",
"domain": "inventory",
"modality": "audio",
"task": "clarification_policy"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/inventory"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | meta_tagged | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle est la source de la variable non résolue ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structure_validit... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | b72205378ee7be33e0050a85158656504cd5c94c2927c3eed1a8e10625cabd50 | mssense_eval_v1_0509 | mssense_controlled_balanced | clarification_policy | 6079f9255341ec84b02815845284829ece0b834fd810c592f5ce4f38d4e90c05 | Déterminer si une clarification est nécessaire pour un workflow inventory en canal web. | clarification_policy scenario for inventory on web. | null | inventory | Quelle est la source de la variable non résolue ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 353f566743d69bc106d5a06b0394192c586499a67e39ee0ba369b63360c22634 | medium | true | null | [] | VALID | [] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0510",
"domain": "finance_invoice",
"modality": "audio",
"task": "workflow_creation"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c00890dc086b45f737f2f10c7a87fc4da8bd43add7577aafbdf55325b9a3267a | mssense_eval_v1_0510 | mssense_controlled_balanced | workflow_creation | 353f566743d69bc106d5a06b0394192c586499a67e39ee0ba369b63360c22634 | Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité file. | workflow_creation scenario for finance_invoice on file. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | desktop | 712094ca6351bd71bb335f1b09b9dc1aac0e5ed2c6016af151de3a1bfa3d3e44 | easy | true | null | [] | VALID | [] | mixed | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0511",
"domain": "hr_onboarding",
"modality": "mixed",
"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"
} | 9a3ae3372ed008c5c3d2c4d57923aacff94b5575f91f1e12c435e29100c16838 | mssense_eval_v1_0511 | mssense_controlled_balanced | workflow_creation | 712094ca6351bd71bb335f1b09b9dc1aac0e5ed2c6016af151de3a1bfa3d3e44 | Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité desktop. | workflow_creation scenario for hr_onboarding on desktop. | null | hr_onboarding | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 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-0512",
"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"
} | 7bcf98fd68ad1dc4464a29e4282408e9b4a96769289cfb68cb81f0295f769f89 | mssense_eval_v1_0512 | 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 | [] | database | 48df0b17e8f8d3ab1aa30446db9ea012739623003f40a5771e16c44eb085396c | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | QUESTION | [
"INCONSISTENT_FLOW"
] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "QUESTION",
"no_split": true
},
"case_id": "CTRL-0513",
"domain": "procurement",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"INCONSISTENT_FLOW"
],
"expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_releva... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 81347869c6691bbc54b335022fb27eef6cbde20a370e0c51f89b09b25f990c1c | mssense_eval_v1_0513 | mssense_controlled_balanced | clarification_policy | 48df0b17e8f8d3ab1aa30446db9ea012739623003f40a5771e16c44eb085396c | Déterminer si une clarification est nécessaire pour un workflow procurement en canal database. | clarification_policy scenario for procurement on database. | null | procurement | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | f94f1c7b106b8518c9dfe91d81d3e8cdf4adb1b3b6cc2177eda34ef5774e225e | medium | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"PLAN_INCOMPLET"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0514",
"domain": "support_ticket",
"modality": "capture",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/support_ticket"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | eff00321808cb508c2c50ffc80ed39fb72feecb8771ce762ff56e32cfb1441fb | mssense_eval_v1_0514 | mssense_controlled_balanced | lat_audit | f94f1c7b106b8518c9dfe91d81d3e8cdf4adb1b3b6cc2177eda34ef5774e225e | 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 | [] | mail | 7beb4e795400d4d0c287fa5aedbb0b105c59012f6bf9f659ec2f47c0e5099be4 | 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-0515",
"domain": "logistics",
"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"
} | ce307533add74ae86bf477e4ac4a82f18737f20cf131f115e1137b62ee7a84b8 | mssense_eval_v1_0515 | mssense_controlled_balanced | lat_audit | 7beb4e795400d4d0c287fa5aedbb0b105c59012f6bf9f659ec2f47c0e5099be4 | Auditer un LAT mail et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for logistics on mail. | null | logistics | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"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-0516",
"domain": "compliance",
"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": "${ctx.recipient}"
}
}
] | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e3548b023b2cfd18997503efb4ff64b943f84855b2045a1d11ce21e2d2272eb8 | mssense_eval_v1_0516 | mssense_controlled_balanced | business_rule_extraction | ce115e5a3e8ae69a80df99d26ec929ab1932f45de9f4e212727e9e6cfbaa4ff7 | Extraire les règles métier d’un processus compliance et les rattacher au LAT. | business_rule_extraction scenario for compliance on mail. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [
{
"description": "For each row in the source dataset, execute the target action.",
"id": "br1",
"lat_step_ids": [
"s1",
"s2"
],
"type": "LOOP"
},
{
"description": "If amount exceeds threshold, require approval before submission.",
"id": "br2",
"lat_step_ids": [
... | desktop | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0517",
"domain": "insurance_claim",
"modality": "text",
"task": "business_rule_extraction"
} | [
{
"action": "OpenApplication",
"channel": "DESKTOP_UIA",
"id": "s1",
"instance": "desktop_main",
"params": {
"applicationPath": "${ctx.app_path}"
}
},
{
"action": "SetText",
"channel": "DESKTOP_UIA",
"id": "s2",
"selector": "CustomerName",
"value": "${ctx.custom... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 7473c606bfb487e7f9f282e72821c941d3c21f78e025d997468a1c169db7c1fd | mssense_eval_v1_0517 | mssense_controlled_balanced | business_rule_extraction | 042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7 | Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT. | business_rule_extraction scenario for insurance_claim on desktop. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 805bd62eda24704f0ebce5c02a120491d090980433635771df096d06d0a175e8 | hard | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0518",
"domain": "sales_ops",
"modality": "text",
"task": "modification_intent"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | abb73d89c0671879f2befec30194c21fd66a5eeb7ae1508967efee1222afbc19 | mssense_eval_v1_0518 | mssense_controlled_balanced | modification_intent | 805bd62eda24704f0ebce5c02a120491d090980433635771df096d06d0a175e8 | Identifier l’intention de modification contrôlée pour un workflow sales_ops. | modification_intent scenario for sales_ops on web. | null | sales_ops | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | database | 97d93373edeaefd6d19db0ddc6caca548c904b74a26cc7aba0eb9faa73a932dd | 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-0519",
"domain": "inventory",
"modality": "text",
"task": "semantic_judgment"
} | [
{
"action": "OpenConnection",
"channel": "DATABASE",
"id": "s1",
"instance": "db_main"
},
{
"action": "ExecuteQuery",
"channel": "DATABASE",
"id": "s2",
"outputVar": "records",
"params": {
"query": "select * from records"
}
}
] | 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"
} | 107ed3e83be995726d7711a200b1ba8faa7084e3858baae76926e98015a750ea | mssense_eval_v1_0519 | mssense_controlled_balanced | semantic_judgment | 97d93373edeaefd6d19db0ddc6caca548c904b74a26cc7aba0eb9faa73a932dd | Juger si le workflow inventory est complet, cohérent et exécutable. | semantic_judgment scenario for inventory on database. | null | inventory | Quel ordre d’exécution reflète réellement le processus métier ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | api | ac337b1b2b10972b13ba2c7d6516edf912bb70b97672f68cee5bad49fdf6866d | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0520",
"domain": "finance_invoice",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "HttpRequest",
"channel": "API_REST",
"id": "s1",
"outputVar": "api_response",
"params": {
"method": "GET",
"url": "https://api.example/finance_invoice"
}
},
{
"action": "ParseJson",
"channel": "API_REST",
"id": "s2",
"params": {
"path": "$.i... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 0f8da2915be9c768d54481c588f9c9fd907bf02f597cbeace679234a0fb1cfa8 | mssense_eval_v1_0520 | mssense_controlled_balanced | clarification_policy | ac337b1b2b10972b13ba2c7d6516edf912bb70b97672f68cee5bad49fdf6866d | Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal api. | clarification_policy scenario for finance_invoice on api. | null | finance_invoice | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | mixed | ea960572b77d47c4e172547037beb347d9f8589b725609a6937423dec7fb8d60 | medium | true | null | [
"Priorité à la règle de seuil",
"Priorité à la règle d’exception",
"Demander validation manager"
] | INVALID | [
"INCONSISTENT_FLOW"
] | capture | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"CONTRADICTION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0521",
"domain": "hr_onboarding",
"modality": "capture",
"task": "semantic_judgment"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"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"
} | c3be0ed5fce52779a0839adbe042b8bb1bbf03adb7bbe7cf533150ad1c489b85 | mssense_eval_v1_0521 | mssense_controlled_balanced | semantic_judgment | ea960572b77d47c4e172547037beb347d9f8589b725609a6937423dec7fb8d60 | Juger si le workflow hr_onboarding est complet, cohérent et exécutable. | semantic_judgment scenario for hr_onboarding on mixed. | null | hr_onboarding | Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | 204547e61e9ebcee2266f0b48ca903513248fdef93a38d6bfdf9c9f296ee104b | 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-0522",
"domain": "crm_update",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | real_artefact | {
"expected_decision": "QUESTION",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_s... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | d4a4ee547ea6e7df77b0c7d6f77310663f558b62f60d935ae00fc0b8158a0d75 | mssense_eval_v1_0522 | mssense_controlled_balanced | clarification_policy | 204547e61e9ebcee2266f0b48ca903513248fdef93a38d6bfdf9c9f296ee104b | Déterminer si une clarification est nécessaire pour un workflow crm_update en canal excel. | clarification_policy scenario for crm_update on excel. | null | crm_update | Quelle étape préparatoire manque avant d’exécuter cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 98cb60080097753d082484e0e7d68698fdc8a1d7a974319338b27085844d7a5b | easy | true | null | [
"Valeur saisie utilisateur",
"Variable de contexte",
"Valeur lue depuis fichier"
] | INVALID | [
"UNRESOLVED_VARIABLE"
] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"VARIABLE_MANQUANTE"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0523",
"domain": "procurement",
"modality": "demo",
"task": "lat_audit"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "${ctx.missing_value}"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"channel": "W... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"UNRESOLVED_VARIABLE"
],
"expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e2a94841ff06f51d37ad4290aa4553f80a10ad2006fc7e109bc86727bc156854 | mssense_eval_v1_0523 | mssense_controlled_balanced | lat_audit | 98cb60080097753d082484e0e7d68698fdc8a1d7a974319338b27085844d7a5b | Auditer un LAT web et détecter le problème VARIABLE_MANQUANTE. | lat_audit scenario for procurement on web. | null | procurement | Quelle valeur ou variable doit être fournie pour compléter l’étape ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 338e9d601329dd9e78198459b710bfb5a1f717998e360133721c587ee043599e | easy | true | null | [] | INVALID | [
"MISSING_PRECONDITION"
] | audio | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_status": "INVALID",
"no_split": true
},
"case_id": "CTRL-0524",
"domain": "support_ticket",
"modality": "audio",
"task": "semantic_judgment"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | meta_tagged | {
"expected_decision": "INVALID",
"expected_issue_types": [
"MISSING_PRECONDITION"
],
"expected_question": "Quelle précondition doit être vérifiée avant cette action ?",
"expected_statuses": [],
"required_checks": [
"decision_match",
"issue_type_match",
"question_relevance",
"lat_structu... | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | 483cdcc4b7d7aaef9fc46078177e23800a93a6b4c4d2c78333e8e0f4bcd7ad46 | mssense_eval_v1_0524 | mssense_controlled_balanced | semantic_judgment | 338e9d601329dd9e78198459b710bfb5a1f717998e360133721c587ee043599e | Juger si le workflow support_ticket est complet, cohérent et exécutable. | semantic_judgment scenario for support_ticket on file. | null | support_ticket | Quelle précondition doit être vérifiée avant cette action ? | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | file | 87c06bcddb10d4ca1270070623ca04c3d711fc3797e45b7695b9e8de913fba47 | easy | true | null | [] | UNDERSTOOD | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "UNDERSTOOD",
"no_split": true
},
"case_id": "CTRL-0525",
"domain": "logistics",
"modality": "text",
"task": "clarification_policy"
} | [
{
"action": "ReadTextFile",
"channel": "FILE_IO",
"id": "s1",
"outputVar": "file_text",
"params": {
"path": "${ctx.input_file}"
}
},
{
"action": "WriteTextFile",
"channel": "FILE_IO",
"id": "s2",
"params": {
"content": "${ctx.file_text}",
"path": "${ctx.... | real_artefact | {
"expected_decision": "UNDERSTOOD",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | ed6e40146765203c209c5fe998278e12ea99c653fce7c388b870aee3b3396fe9 | mssense_eval_v1_0525 | mssense_controlled_balanced | clarification_policy | 87c06bcddb10d4ca1270070623ca04c3d711fc3797e45b7695b9e8de913fba47 | Déterminer si une clarification est nécessaire pour un workflow logistics en canal file. | clarification_policy scenario for logistics on file. | null | logistics | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | excel | f29c888755d7851dd6363be17a90cff3bdd75fcc37d66b931b158a65479cf8e2 | easy | true | null | [] | VALID | [] | demo | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0526",
"domain": "compliance",
"modality": "demo",
"task": "workflow_creation"
} | [
{
"action": "OpenWorkbook",
"channel": "EXCEL",
"id": "s1",
"instance": "workbook_main",
"params": {
"filePath": "${ctx.workbook_path}"
}
},
{
"action": "ReadWorksheetRange",
"channel": "EXCEL",
"id": "s2",
"outputVar": "rows",
"params": {
"range": "A1:D20... | meta_tagged | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | c643b71aaeef18d43eefbf4863cd297940872d0481b62383c0d0c675cd72d794 | mssense_eval_v1_0526 | mssense_controlled_balanced | workflow_creation | f29c888755d7851dd6363be17a90cff3bdd75fcc37d66b931b158a65479cf8e2 | Créer un workflow compliance à partir d’une intention utilisateur en modalité excel. | workflow_creation scenario for compliance on excel. | null | compliance | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 0753e45d9b954e19ff1c1ae516ff2711bb528f28e5ada720574cdb0c500c661c | easy | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0527",
"domain": "insurance_claim",
"modality": "text",
"task": "workflow_creation"
} | [
{
"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": "${ctx.reference}"
},
{
"action": "LeftClick",... | real_artefact | {
"expected_decision": "VALID",
"expected_issue_types": [],
"expected_question": null,
"expected_statuses": [],
"required_checks": [
"decision_match",
"lat_structure_validity",
"business_rule_consistency"
]
} | {
"block": "controlled-balanced",
"seed": 20260605,
"source": "controlled_generation"
} | e07feb243c573a6a960388ba6763d2ef06eadf5cb1f631502f2e4762edacef07 | mssense_eval_v1_0527 | mssense_controlled_balanced | workflow_creation | 0753e45d9b954e19ff1c1ae516ff2711bb528f28e5ada720574cdb0c500c661c | Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for insurance_claim on web. | null | insurance_claim | null | null | null | null | null |
[
"content_hash"
] | 1.1-eval | [] | web | 446656d00f163dc3dac3a869768646996e653c093c35b8f50f9133349dd49cfe | medium | true | null | [] | VALID | [] | text | {
"assertions": {
"evaluation_only": true,
"expected_issue_types": [],
"expected_status": "VALID",
"no_split": true
},
"case_id": "CTRL-0528",
"domain": "sales_ops",
"modality": "text",
"task": "workflow_creation"
} | [
{
"action": "NavigateTo",
"channel": "WEB_DOM",
"id": "s1",
"value": "https://portal.example/sales_ops"
},
{
"action": "TypeInto",
"channel": "WEB_DOM",
"id": "s2",
"selector": "//input[@name='reference']",
"value": "${ctx.reference}"
},
{
"action": "LeftClick",
"... | 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"
} | f11bba6a7589206d5ef24895c63fc6bbfd9ab3e9207fc0c24feded8fac51d23b | mssense_eval_v1_0528 | mssense_controlled_balanced | workflow_creation | 446656d00f163dc3dac3a869768646996e653c093c35b8f50f9133349dd49cfe | Créer un workflow sales_ops à partir d’une intention utilisateur en modalité web. | workflow_creation scenario for sales_ops on web. | null | sales_ops | null | null | null | null | null |
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