_legacy_fields
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business_rules
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channel_family
stringclasses
9 values
content_hash
stringlengths
64
64
difficulty
stringclasses
3 values
evaluation_only
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1 class
expected_audit_question
stringclasses
187 values
expected_choices
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expected_decision
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6 values
expected_issue_types
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0
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5 values
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listlengths
1
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oracle
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unknown
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10 values
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8 values
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1
9
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stringclasses
1 value
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stringclasses
1 value
lineage_parent_id
stringclasses
17 values
[ "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
cd8ac1893ab6945fa170f36c8a974c69d6db836cec0cb7c7dde4a93cc2493757
easy
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0229", "domain": "inventory", "modality": "demo", "task": "business_rule_extraction" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
7f2737ae825209b27a94decca10198c6005d542fcaf1893ebea9f8b947bf79b5
mssense_eval_v1_0229
mssense_controlled_balanced
business_rule_extraction
cd8ac1893ab6945fa170f36c8a974c69d6db836cec0cb7c7dde4a93cc2493757
Extraire les règles métier d’un processus inventory et les rattacher au LAT.
business_rule_extraction scenario for inventory on mail.
null
inventory
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
3bcaa245bced50a5911dd02f15c54144c3519234be1d84220d877c707986437e
easy
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0230", "domain": "finance_invoice", "modality": "text", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/finance_invoice" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel 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" }
8fed6c4500a1bdb808fec58cee9e6a6e0d74cfb971ed82b68de96ff6424dbeb6
mssense_eval_v1_0230
mssense_controlled_balanced
lat_audit
3bcaa245bced50a5911dd02f15c54144c3519234be1d84220d877c707986437e
Auditer un LAT web et détecter le problème AMBIGUOUS_SELECTOR.
lat_audit scenario for finance_invoice on web.
null
finance_invoice
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
5cac183e0d78832024c006acfc024848b9037b124e41ecbf840ed9cbbb544891
easy
true
null
[]
INVALID
[ "INCONSISTENT_FLOW" ]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0231", "domain": "hr_onboarding", "modality": "demo", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/hr_onboarding" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_struct...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
8d200f36eb3ab9945a6aaaad713cefe750f0136919019c265768ed02b7129bf8
mssense_eval_v1_0231
mssense_controlled_balanced
lat_audit
5cac183e0d78832024c006acfc024848b9037b124e41ecbf840ed9cbbb544891
Auditer un LAT web et détecter le problème INCONSISTENT_FLOW.
lat_audit scenario for hr_onboarding on web.
null
hr_onboarding
Quel ordre d’exécution reflète réellement le processus métier ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
041cf155f52f80495278536594ce0c649e4e9f9f508565442d93c9467566d576
hard
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0232", "domain": "crm_update", "modality": "text", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/crm_update" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
6244c0b404cf4ab0cdafb10e8bff592c1cb229a67d93c7f01e54b1365fd1e912
mssense_eval_v1_0232
mssense_controlled_balanced
workflow_creation
041cf155f52f80495278536594ce0c649e4e9f9f508565442d93c9467566d576
Créer un workflow crm_update à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for crm_update on web.
null
crm_update
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mixed
d25e31f102189772eba4e1a1265b3294825a000cfba533769d8548a59f5cc1e7
easy
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
INVALID
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "CONTRADICTION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0233", "domain": "procurement", "modality": "text", "task": "semantic_judgment" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevan...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
052d1dd26c1661c2789cbe2e252ced4610b23dfe3cb43b12de7fff66888387f4
mssense_eval_v1_0233
mssense_controlled_balanced
semantic_judgment
d25e31f102189772eba4e1a1265b3294825a000cfba533769d8548a59f5cc1e7
Juger si le workflow procurement est complet, cohérent et exécutable.
semantic_judgment scenario for procurement on mixed.
null
procurement
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
e190764faf57781c5913b9b544e9358b0de009fe0b57cb16c1cfe05212bbca63
medium
true
null
[]
QUESTION
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "PLAN_INCOMPLET" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-0234", "domain": "support_ticket", "modality": "text", "task": "clarification_policy" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/support_ticket" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle 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" }
090e8fc473443f064e5920a6c404d10b40c8e0cbb95887a4fd906b715f4d9832
mssense_eval_v1_0234
mssense_controlled_balanced
clarification_policy
e190764faf57781c5913b9b544e9358b0de009fe0b57cb16c1cfe05212bbca63
Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal web.
clarification_policy scenario for support_ticket on web.
null
support_ticket
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
722f5d8b47c805d26c9f0d409ae6267c7b8fc8ee3ba7f0c11ed34d357f6e05b2
medium
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
INVALID
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0235", "domain": "logistics", "modality": "text", "task": "semantic_judgment" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" }, "value": "${ctx.missing_value}" }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
452484d347f1ce49bf92e47edc37d1641643c2aacda40c07f5391b6203160894
mssense_eval_v1_0235
mssense_controlled_balanced
semantic_judgment
722f5d8b47c805d26c9f0d409ae6267c7b8fc8ee3ba7f0c11ed34d357f6e05b2
Juger si le workflow logistics est complet, cohérent et exécutable.
semantic_judgment scenario for logistics on excel.
null
logistics
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
3667d3b0ce54ab9e6117f3cf4ebd8b8bc691822ab648a1fb9d9dceb781cf4fd2
medium
true
null
[]
INVALID
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0236", "domain": "compliance", "modality": "text", "task": "lat_audit" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle précondition doit être vérifiée avant cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structu...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
b12949d43a02492ffc007683b6e2fc4352a23e072bf8384652b9424ab4dbfb94
mssense_eval_v1_0236
mssense_controlled_balanced
lat_audit
3667d3b0ce54ab9e6117f3cf4ebd8b8bc691822ab648a1fb9d9dceb781cf4fd2
Auditer un LAT desktop et détecter le problème MISSING_PRECONDITION.
lat_audit scenario for compliance on desktop.
null
compliance
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
8d9ba1820bed288dbc576186246693d09ac41f47faa2a3c21197164ec76c301d
hard
true
null
[]
INVALID
[ "UNRESOLVED_VARIABLE" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0237", "domain": "insurance_claim", "modality": "capture", "task": "lat_audit" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "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" }
4240af6683f575d8f0a0f94e8580e981092aba2488cf6192dc921a89f0bbee19
mssense_eval_v1_0237
mssense_controlled_balanced
lat_audit
8d9ba1820bed288dbc576186246693d09ac41f47faa2a3c21197164ec76c301d
Auditer un LAT file et détecter le problème UNRESOLVED_VARIABLE.
lat_audit scenario for insurance_claim on file.
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": [ ...
database
786291341145f1850f07703852aa669425025808b09bca5a4822cf66752a2c14
medium
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0238", "domain": "sales_ops", "modality": "demo", "task": "business_rule_extraction" }
[ { "action": "OpenConnection", "channel": "DATABASE", "id": "s1", "instance": "db_main" }, { "action": "ExecuteQuery", "channel": "DATABASE", "id": "s2", "outputVar": "records", "params": { "query": "select * from records" } } ]
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
292df92627f30d00cd15767cb8135b1997c20140b34009d1085d2110b6d1059d
mssense_eval_v1_0238
mssense_controlled_balanced
business_rule_extraction
786291341145f1850f07703852aa669425025808b09bca5a4822cf66752a2c14
Extraire les règles métier d’un processus sales_ops et les rattacher au LAT.
business_rule_extraction scenario for sales_ops on database.
null
sales_ops
null
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-0239", "domain": "inventory", "modality": "text", "task": "clarification_policy" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
af4193ea7dcebe5fd722347d18b352b38d91c6de29a79c7946cf1bcb254d6d32
mssense_eval_v1_0239
mssense_controlled_balanced
clarification_policy
87c06bcddb10d4ca1270070623ca04c3d711fc3797e45b7695b9e8de913fba47
Déterminer si une clarification est nécessaire pour un workflow inventory en canal file.
clarification_policy scenario for inventory on file.
null
inventory
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "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
1f02c953858e33ae86d262e3843c725d20347782afc40e7ca1e067d8724ed273
medium
true
null
[]
VALID
[]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0240", "domain": "finance_invoice", "modality": "capture", "task": "business_rule_extraction" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/finance_invoice" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
e84c900c524f471a33742671c9d5c01adbf54bd44902154e8bbb73f2713f8c55
mssense_eval_v1_0240
mssense_controlled_balanced
business_rule_extraction
1f02c953858e33ae86d262e3843c725d20347782afc40e7ca1e067d8724ed273
Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT.
business_rule_extraction scenario for finance_invoice on web.
null
finance_invoice
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
mail
f334b7bb7b7c8e4419c27f5e4437097245c54c06bf29c819ede25e87efad904a
easy
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
VALID
[]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0241", "domain": "hr_onboarding", "modality": "audio", "task": "business_rule_extraction" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
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" }
f9c22eabf19e6b0a0c98177c76ad5c45c337192eafcc366f48288394144d8b87
mssense_eval_v1_0241
mssense_controlled_balanced
business_rule_extraction
f334b7bb7b7c8e4419c27f5e4437097245c54c06bf29c819ede25e87efad904a
Extraire les règles métier d’un processus hr_onboarding et les rattacher au LAT.
business_rule_extraction scenario for hr_onboarding on mail.
null
hr_onboarding
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
58691f8fdf1a6511eefeff33679a9427fb8a846f9da2e57838ad668fe47e6455
medium
true
null
[]
INVALID
[ "MISSING_PRECONDITION" ]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "PLAN_INCOMPLET" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0242", "domain": "crm_update", "modality": "audio", "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": "${ctx.reference}" }, { "action": "LeftClick", ...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_st...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
7c2296f0e906bb6ab7df49ec42b00f8cbbf87d8c30ec3575473b5983a5bcdfc2
mssense_eval_v1_0242
mssense_controlled_balanced
lat_audit
58691f8fdf1a6511eefeff33679a9427fb8a846f9da2e57838ad668fe47e6455
Auditer un LAT web et détecter le problème PLAN_INCOMPLET.
lat_audit scenario for crm_update on web.
null
crm_update
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
934230eced87a2bd81b5b87801feb2dfd43f5808dfec5627c61d811ddde6db9e
hard
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
INVALID
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0243", "domain": "procurement", "modality": "text", "task": "lat_audit" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/procurement" }, "value": "${ctx.missing_value}" }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
c5b2b6ecf8a7b8f3d509b17ba9bf272b987a2f38fb978a125dc683cc5d46067f
mssense_eval_v1_0243
mssense_controlled_balanced
lat_audit
934230eced87a2bd81b5b87801feb2dfd43f5808dfec5627c61d811ddde6db9e
Auditer un LAT api et détecter le problème VARIABLE_MANQUANTE.
lat_audit scenario for procurement on api.
null
procurement
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
c5d4a0bd7ca82a6d4c056ac52acbcfea9588a60227df0b0af4bdb2b7e4e65c46
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-0244", "domain": "support_ticket", "modality": "mixed", "task": "semantic_judgment" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/support_ticket" } }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", "params": { "path": "$.it...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle précondition doit être vérifiée avant cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structu...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
b0437390a45fc5849fd74c353fcfd51aa8e0522ba8f52baf48b9e8a6853266ba
mssense_eval_v1_0244
mssense_controlled_balanced
semantic_judgment
c5d4a0bd7ca82a6d4c056ac52acbcfea9588a60227df0b0af4bdb2b7e4e65c46
Juger si le workflow support_ticket est complet, cohérent et exécutable.
semantic_judgment scenario for support_ticket on api.
null
support_ticket
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
d5a227977bd17e977a06ae70000cd035d0a811254d64d99fcd7071f392ac048e
medium
true
null
[]
INVALID
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0245", "domain": "logistics", "modality": "text", "task": "semantic_judgment" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/logistics" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
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" }
f3a8898dd9051a2cf92f4fa7b109b28c62093bbedb99713439bb50213a4b52d5
mssense_eval_v1_0245
mssense_controlled_balanced
semantic_judgment
d5a227977bd17e977a06ae70000cd035d0a811254d64d99fcd7071f392ac048e
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
[]
web
214c4bac0a869b740808941a6f5b63a2149ec9f87725aa0625b084d7d731a9e7
medium
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0246", "domain": "compliance", "modality": "demo", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/compliance" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
539fc812c8ca734b53fdcceff9a6872e4c2bee95d399511aaed0df56fc2c6ec6
mssense_eval_v1_0246
mssense_controlled_balanced
workflow_creation
214c4bac0a869b740808941a6f5b63a2149ec9f87725aa0625b084d7d731a9e7
Créer un workflow compliance à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for compliance on web.
null
compliance
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
ddb61da999409ea0c2aa6e24147ce4a75fd6e5a96ae054708338afa6b0e0917b
hard
true
null
[]
INVALID
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0247", "domain": "insurance_claim", "modality": "text", "task": "semantic_judgment" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "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" }
2344f88568ca48ac07f7d1cb77efb831670b919bde6fe10482b6ae1c456d302e
mssense_eval_v1_0247
mssense_controlled_balanced
semantic_judgment
ddb61da999409ea0c2aa6e24147ce4a75fd6e5a96ae054708338afa6b0e0917b
Juger si le workflow insurance_claim est complet, cohérent et exécutable.
semantic_judgment scenario for insurance_claim on file.
null
insurance_claim
Quel ordre d’exécution reflète réellement le processus métier ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
eb6a85070c5fe131c9accc1c1900e9840919e6e7b9d6f2cace6f6c364e4ec807
hard
true
null
[]
QUESTION
[ "AMBIGUOUS_SELECTOR" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-0248", "domain": "sales_ops", "modality": "capture", "task": "clarification_policy" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
meta_tagged
{ "expected_decision": "QUESTION", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance"...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
3f810bdc1f9def641801ac049405b1af981d08ce539888ca0096608af6fe9799
mssense_eval_v1_0248
mssense_controlled_balanced
clarification_policy
eb6a85070c5fe131c9accc1c1900e9840919e6e7b9d6f2cace6f6c364e4ec807
Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal file.
clarification_policy scenario for sales_ops on file.
null
sales_ops
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
bf4ac8561ce85466cda5500483707fe3072bbffc682b63b225f2bd24fce74479
hard
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
VALID
[]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0249", "domain": "inventory", "modality": "capture", "task": "workflow_creation" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${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" }
d8f4f65d6a387722362467bce1dfae0f325c2c88d7474b51ec99b7fd477c1638
mssense_eval_v1_0249
mssense_controlled_balanced
workflow_creation
bf4ac8561ce85466cda5500483707fe3072bbffc682b63b225f2bd24fce74479
Créer un workflow inventory à partir d’une intention utilisateur en modalité file.
workflow_creation scenario for inventory on file.
null
inventory
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
1974e14001000107854467beb49f45ba6e442e567fd2a945340a031cad12a5ce
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-0250", "domain": "finance_invoice", "modality": "text", "task": "visual_grounding_governance" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/finance_invoice" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_st...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
c6fff4a76a638e624dbca69b4813804c328dca60bd73c5a5f504e6c56bc717f5
mssense_eval_v1_0250
mssense_controlled_balanced
visual_grounding_governance
1974e14001000107854467beb49f45ba6e442e567fd2a945340a031cad12a5ce
Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice.
visual_grounding_governance scenario for finance_invoice on web.
null
finance_invoice
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
d856593e3fbe667ba5d615b62eec947dd7bc587f3cd37f9b912002558abdaaa2
hard
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0251", "domain": "hr_onboarding", "modality": "text", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/hr_onboarding" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
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" }
6f67a9bb289f0bbf6564fce0a057d86bc337f51a47570ab5223f854a2ebc4099
mssense_eval_v1_0251
mssense_controlled_balanced
workflow_creation
d856593e3fbe667ba5d615b62eec947dd7bc587f3cd37f9b912002558abdaaa2
Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for hr_onboarding on web.
null
hr_onboarding
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
9c0ccbecc36b8670c626ce723f16dd51e81d4937d29f9bdf47188eced81058b8
medium
true
null
[]
QUESTION
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-0252", "domain": "crm_update", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle précondition doit être vérifiée avant cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_struct...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
a454fb01b3cd5d7e2cce67a17278605e01758824d3d42bcb0d56fdd73bf8fe81
mssense_eval_v1_0252
mssense_controlled_balanced
clarification_policy
9c0ccbecc36b8670c626ce723f16dd51e81d4937d29f9bdf47188eced81058b8
Déterminer si une clarification est nécessaire pour un workflow crm_update en canal mail.
clarification_policy scenario for crm_update on mail.
null
crm_update
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
0b08b5debe42ace2c79e1da8e36c2298e2b022fa87f329f614e200c7542adca4
medium
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0253", "domain": "procurement", "modality": "demo", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/procurement" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
22b1de570f5552dc9d306af67b39fa3bd39b0901a7f4edc5c28b1aee2b6da1cd
mssense_eval_v1_0253
mssense_controlled_balanced
workflow_creation
0b08b5debe42ace2c79e1da8e36c2298e2b022fa87f329f614e200c7542adca4
Créer un workflow procurement à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for procurement on web.
null
procurement
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
e10ee80cd50b22cc9030d44648b543fd845843e4995cd5e5964dc222b34cf183
easy
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
mixed
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0254", "domain": "support_ticket", "modality": "mixed", "task": "lat_audit" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_stru...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
ce5a333df9eee05fe8a46b78249190295646a8d9bab625fffba6624fc55aa1cf
mssense_eval_v1_0254
mssense_controlled_balanced
lat_audit
e10ee80cd50b22cc9030d44648b543fd845843e4995cd5e5964dc222b34cf183
Auditer un LAT mail et détecter le problème AMBIGUOUS_SELECTOR.
lat_audit scenario for support_ticket on mail.
null
support_ticket
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
0cddd6e5ab912272bf66fa06307436263a49b9162df4056435d67fb418efdcd7
medium
true
null
[]
UNDERSTOOD
[]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-0255", "domain": "logistics", "modality": "audio", "task": "modification_intent" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
meta_tagged
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
f6dd2b4b1cd53daff6efc4a3cd137a45f4fc76c32fd2f49483f191ebd30f4492
mssense_eval_v1_0255
mssense_controlled_balanced
modification_intent
0cddd6e5ab912272bf66fa06307436263a49b9162df4056435d67fb418efdcd7
Identifier l’intention de modification contrôlée pour un workflow logistics.
modification_intent scenario for logistics on desktop.
null
logistics
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
cd5c205d56a93d1bdb3b49b80a9416ed2c2bd2d4a47320966f47afa3fd866fa6
medium
true
null
[]
QUESTION
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-0256", "domain": "compliance", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "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" }
7e28a79b3b19b6645c678e8a563fca23aec71c165266c44e0e83c50cd7e95a5a
mssense_eval_v1_0256
mssense_controlled_balanced
clarification_policy
cd5c205d56a93d1bdb3b49b80a9416ed2c2bd2d4a47320966f47afa3fd866fa6
Déterminer si une clarification est nécessaire pour un workflow compliance en canal excel.
clarification_policy scenario for compliance on excel.
null
compliance
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
api
c8b15ac45bebf025d7906225236824f53302ac4c0bc20ee71c91ed08553f3ec1
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-0257", "domain": "insurance_claim", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/insurance_claim" } }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", "params": { "path": "$.i...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
35eb7a4ed9845dd4d3135c922d719a53acf92ca04adc8a7fb1dd0b201cf99537
mssense_eval_v1_0257
mssense_controlled_balanced
business_rule_extraction
c8b15ac45bebf025d7906225236824f53302ac4c0bc20ee71c91ed08553f3ec1
Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT.
business_rule_extraction scenario for insurance_claim on api.
null
insurance_claim
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
web
affe18aa0dc3926c41e9086b16561848925dfa9f2293d9781531a25515d2c278
medium
true
null
[]
VALID
[]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0258", "domain": "sales_ops", "modality": "audio", "task": "business_rule_extraction" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/sales_ops" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
d34567e2d555a6ad375d6bf3e3da8c4c65e9553bc48bc60e94c09cdaab2c2e81
mssense_eval_v1_0258
mssense_controlled_balanced
business_rule_extraction
affe18aa0dc3926c41e9086b16561848925dfa9f2293d9781531a25515d2c278
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
[]
desktop
d7dee12304906bf47ce0569b11ba6ba2cb2fe45de9a6e4af4fe9df8c280e1eec
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-0259", "domain": "inventory", "modality": "audio", "task": "lat_audit" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" }, "value": "${ctx.missing_value}" }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "Cust...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
c26578ebb8bbd5cfe3dc10f250d2af0dfb75304f8aaad4577cbde964b7c0172b
mssense_eval_v1_0259
mssense_controlled_balanced
lat_audit
d7dee12304906bf47ce0569b11ba6ba2cb2fe45de9a6e4af4fe9df8c280e1eec
Auditer un LAT desktop et détecter le problème VARIABLE_MANQUANTE.
lat_audit scenario for inventory on desktop.
null
inventory
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
c04d32c540515273f16ce5a52bb62f6b88ce9beebdc9c81955393cbaf698bc89
medium
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0260", "domain": "finance_invoice", "modality": "text", "task": "workflow_creation" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
8a6901c2be1b598d39bc646a32f3a039ef44728b22ed00e1a75b29f9eca00702
mssense_eval_v1_0260
mssense_controlled_balanced
workflow_creation
c04d32c540515273f16ce5a52bb62f6b88ce9beebdc9c81955393cbaf698bc89
Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité mail.
workflow_creation scenario for finance_invoice on mail.
null
finance_invoice
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
3bfcf8e2c913714535a515173a8ceb88f7466ab0aa43a3589f08039856e545b5
easy
true
null
[]
INVALID
[ "UNRESOLVED_VARIABLE" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0261", "domain": "hr_onboarding", "modality": "capture", "task": "semantic_judgment" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "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" }
8f92d893fb460c43e3e199ec39c7d42b79c5d23358532c3436dfe4eb68f16433
mssense_eval_v1_0261
mssense_controlled_balanced
semantic_judgment
3bfcf8e2c913714535a515173a8ceb88f7466ab0aa43a3589f08039856e545b5
Juger si le workflow hr_onboarding est complet, cohérent et exécutable.
semantic_judgment scenario for hr_onboarding on excel.
null
hr_onboarding
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
database
53e79031929fc8898b6c83a6cfeb27bc31bcbe23a8eabd94135ee82aebc146a7
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-0262", "domain": "crm_update", "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": [ "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" }
4e2c58f4042375788d226df6788db0b2b513033b79c1723cfb31970b1d172154
mssense_eval_v1_0262
mssense_controlled_balanced
semantic_judgment
53e79031929fc8898b6c83a6cfeb27bc31bcbe23a8eabd94135ee82aebc146a7
Juger si le workflow crm_update est complet, cohérent et exécutable.
semantic_judgment scenario for crm_update on database.
null
crm_update
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
database
63041b500de8038d128051bb18f6951648eee752bcfd6a601c5f38385f6c3970
medium
true
null
[]
VALID
[]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0263", "domain": "procurement", "modality": "capture", "task": "workflow_creation" }
[ { "action": "OpenConnection", "channel": "DATABASE", "id": "s1", "instance": "db_main" }, { "action": "ExecuteQuery", "channel": "DATABASE", "id": "s2", "outputVar": "records", "params": { "query": "select * from records" } } ]
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
895aad8ba867584b9a1cd24d872a679624a90342b1611d38c4efefdbfa629c63
mssense_eval_v1_0263
mssense_controlled_balanced
workflow_creation
63041b500de8038d128051bb18f6951648eee752bcfd6a601c5f38385f6c3970
Créer un workflow procurement à partir d’une intention utilisateur en modalité database.
workflow_creation scenario for procurement on database.
null
procurement
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
database
99eb1b2f5852b78cb4dfd77b55a78d1553011ebdcefa5424a0f54aa2927d907d
medium
true
null
[]
UNDERSTOOD
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-0264", "domain": "support_ticket", "modality": "text", "task": "modification_intent" }
[ { "action": "OpenConnection", "channel": "DATABASE", "id": "s1", "instance": "db_main" }, { "action": "ExecuteQuery", "channel": "DATABASE", "id": "s2", "outputVar": "records", "params": { "query": "select * from records" } } ]
real_artefact
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
f8489d514a314c4c7e1b7ad78a83791ca76e4e0b76a476e76129e81c51a0c1e4
mssense_eval_v1_0264
mssense_controlled_balanced
modification_intent
99eb1b2f5852b78cb4dfd77b55a78d1553011ebdcefa5424a0f54aa2927d907d
Identifier l’intention de modification contrôlée pour un workflow support_ticket.
modification_intent scenario for support_ticket on database.
null
support_ticket
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
file
026ac7a96aa8268f0e1daa8ebbb4684bd7cafdf6be7e2b6f8af3c367d6af197d
medium
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0265", "domain": "logistics", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
841a7465f5d7abbfd0c284c622d00fcfbe7de57762c2869b2c803eed9035a2a4
mssense_eval_v1_0265
mssense_controlled_balanced
business_rule_extraction
026ac7a96aa8268f0e1daa8ebbb4684bd7cafdf6be7e2b6f8af3c367d6af197d
Extraire les règles métier d’un processus logistics et les rattacher au LAT.
business_rule_extraction scenario for logistics on file.
null
logistics
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
desktop
042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0266", "domain": "compliance", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
7cdeef7ea079c51f827aaf580c6578665e06c7dcd27eb889c54f2ac81f01980a
mssense_eval_v1_0266
mssense_controlled_balanced
business_rule_extraction
042ec936791e63f102645de932f241ae6467185205534c0d201347528d87a5c7
Extraire les règles métier d’un processus compliance et les rattacher au LAT.
business_rule_extraction scenario for compliance on desktop.
null
compliance
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
43fca204cd327d042358f9ec72f79eef5f3726aebc5be827947da9d47de7917a
easy
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
UNDERSTOOD
[]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-0267", "domain": "insurance_claim", "modality": "capture", "task": "clarification_policy" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
meta_tagged
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
0fa2f566113dbee609c088de76be1328d551b904469d68259debada2b2e38bc9
mssense_eval_v1_0267
mssense_controlled_balanced
clarification_policy
43fca204cd327d042358f9ec72f79eef5f3726aebc5be827947da9d47de7917a
Déterminer si une clarification est nécessaire pour un workflow insurance_claim en canal desktop.
clarification_policy scenario for insurance_claim on desktop.
null
insurance_claim
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
cebc21b0569835c41e9708986af36b8ad809a7758dcc506d9223c34f9e96d645
medium
true
null
[]
INVALID
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0268", "domain": "sales_ops", "modality": "text", "task": "lat_audit" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle précondition doit être vérifiée avant cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structu...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
d052f73ed464c5e29cb6f9f1d8383eaf69e75bf50a3103580bb185f1f36457c1
mssense_eval_v1_0268
mssense_controlled_balanced
lat_audit
cebc21b0569835c41e9708986af36b8ad809a7758dcc506d9223c34f9e96d645
Auditer un LAT mail et détecter le problème MISSING_PRECONDITION.
lat_audit scenario for sales_ops on mail.
null
sales_ops
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
excel
686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048
medium
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0269", "domain": "inventory", "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" }
323ce693a434b99d8f78708f25477d062fb91c2552a247b2b5f5bede1a02acb4
mssense_eval_v1_0269
mssense_controlled_balanced
business_rule_extraction
686dcea66c0f37fa02131e3d9f57f9757aa88f6ad871762340e7031432c88048
Extraire les règles métier d’un processus inventory et les rattacher au LAT.
business_rule_extraction scenario for inventory on excel.
null
inventory
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
database
b21b3c378ad40e12552ba5cad9999dc84a37299833b1da6d0fa078c19a579037
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0270", "domain": "finance_invoice", "modality": "text", "task": "workflow_creation" }
[ { "action": "OpenConnection", "channel": "DATABASE", "id": "s1", "instance": "db_main" }, { "action": "ExecuteQuery", "channel": "DATABASE", "id": "s2", "outputVar": "records", "params": { "query": "select * from records" } } ]
real_artefact
{ "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" }
902ed0b325f9c93c49c58d857e30621b314929fe233903a74076d616d632d0c7
mssense_eval_v1_0270
mssense_controlled_balanced
workflow_creation
b21b3c378ad40e12552ba5cad9999dc84a37299833b1da6d0fa078c19a579037
Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité database.
workflow_creation scenario for finance_invoice on database.
null
finance_invoice
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "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-0271", "domain": "hr_onboarding", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
0b23cc10d27bb4f354ba4255457ff70bb9351ec5e645ff6e8271d5d38d8c1d03
mssense_eval_v1_0271
mssense_controlled_balanced
business_rule_extraction
026ac7a96aa8268f0e1daa8ebbb4684bd7cafdf6be7e2b6f8af3c367d6af197d
Extraire les règles métier d’un processus hr_onboarding et les rattacher au LAT.
business_rule_extraction scenario for hr_onboarding on file.
null
hr_onboarding
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
a94e2d78c1d6a360cd91388ce24f58d88a20f36cc10193609259b232dd8ac500
medium
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0272", "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": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance",...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
3bb9d4135f8623472ad3fe671ca3dc55de3cac2040ab74e86c2c8a67fc9a3f8e
mssense_eval_v1_0272
mssense_controlled_balanced
lat_audit
a94e2d78c1d6a360cd91388ce24f58d88a20f36cc10193609259b232dd8ac500
Auditer un LAT web et détecter le problème AMBIGUITE.
lat_audit scenario for crm_update on web.
null
crm_update
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mixed
0a48072057ce0cf12c31c52141160afaef0238dad4494f13e2032b97c1b90906
medium
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0273", "domain": "procurement", "modality": "demo", "task": "workflow_creation" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${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" }
10d0932fe262c39a5c442c2216015c81ba8c193f4312bfe0cff27e05dd601ea6
mssense_eval_v1_0273
mssense_controlled_balanced
workflow_creation
0a48072057ce0cf12c31c52141160afaef0238dad4494f13e2032b97c1b90906
Créer un workflow procurement à partir d’une intention utilisateur en modalité mixed.
workflow_creation scenario for procurement on mixed.
null
procurement
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
database
04fdd0b2fed9b70a67afd20f804b5c480c049c489348894d620cd50f15898d82
medium
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0274", "domain": "support_ticket", "modality": "text", "task": "workflow_creation" }
[ { "action": "OpenConnection", "channel": "DATABASE", "id": "s1", "instance": "db_main" }, { "action": "ExecuteQuery", "channel": "DATABASE", "id": "s2", "outputVar": "records", "params": { "query": "select * from records" } } ]
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
d90799a79e27373a7a4ab5e6da8e5fd44c9dcaebb7a1ffd5a61a372884dc766c
mssense_eval_v1_0274
mssense_controlled_balanced
workflow_creation
04fdd0b2fed9b70a67afd20f804b5c480c049c489348894d620cd50f15898d82
Créer un workflow support_ticket à partir d’une intention utilisateur en modalité database.
workflow_creation scenario for support_ticket on database.
null
support_ticket
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
database
5d741ab9e43ac9a05d4026152704aa2a526a3f38438ddd2021e35ec58e5b6cf7
hard
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
INVALID
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0275", "domain": "logistics", "modality": "text", "task": "visual_grounding_governance" }
[ { "action": "OpenConnection", "channel": "DATABASE", "id": "s1", "instance": "db_main", "value": "${ctx.missing_value}" }, { "action": "ExecuteQuery", "channel": "DATABASE", "id": "s2", "outputVar": "records", "params": { "query": "select * from records" } } ]
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
6436f402ecc781a798b15466a5c97eb47b840098adf7315f381687ba68ad53fd
mssense_eval_v1_0275
mssense_controlled_balanced
visual_grounding_governance
5d741ab9e43ac9a05d4026152704aa2a526a3f38438ddd2021e35ec58e5b6cf7
Valider le LAT avec grounding visuel et politique de gouvernance pour logistics.
visual_grounding_governance scenario for logistics on database.
null
logistics
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
excel
11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0276", "domain": "compliance", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${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" }
9e50222a4450e285e491ee17a2fd500ac2d0921602e47c8d6f3310fdf465add6
mssense_eval_v1_0276
mssense_controlled_balanced
business_rule_extraction
11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35
Extraire les règles métier d’un processus compliance et les rattacher au LAT.
business_rule_extraction scenario for compliance on excel.
null
compliance
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
5daf56ac8856dac2876e1d1fa6088a65e467469cd91b25a862af1357a437355f
easy
true
null
[]
INVALID
[ "UNRESOLVED_VARIABLE" ]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0277", "domain": "insurance_claim", "modality": "demo", "task": "lat_audit" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
fa69297ed530193083fea1b4ab8c380f835929fbe8a99fc07eacfb52c419cca0
mssense_eval_v1_0277
mssense_controlled_balanced
lat_audit
5daf56ac8856dac2876e1d1fa6088a65e467469cd91b25a862af1357a437355f
Auditer un LAT mail et détecter le problème UNRESOLVED_VARIABLE.
lat_audit scenario for insurance_claim on mail.
null
insurance_claim
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
54e379ac16eb9ac365008e2b8f945dbc2e0445e66e9597640247428e06300c67
hard
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0278", "domain": "sales_ops", "modality": "capture", "task": "semantic_judgment" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_stru...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
37f9074823ad7526ed3e588cd2a4a9c2cd38c7246c0924921b32c02ad357848d
mssense_eval_v1_0278
mssense_controlled_balanced
semantic_judgment
54e379ac16eb9ac365008e2b8f945dbc2e0445e66e9597640247428e06300c67
Juger si le workflow sales_ops est complet, cohérent et exécutable.
semantic_judgment scenario for sales_ops on excel.
null
sales_ops
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
74ec421a0c2be4e2fb74d73d50ae77c8e61b8f7382bbcd1826a636b9e7971a59
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0279", "domain": "inventory", "modality": "text", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/inventory" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
abbf955815e61958bf500fa8ab32b334720af74d10439bf756f1fa7e7c0e348c
mssense_eval_v1_0279
mssense_controlled_balanced
workflow_creation
74ec421a0c2be4e2fb74d73d50ae77c8e61b8f7382bbcd1826a636b9e7971a59
Créer un workflow inventory à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for inventory on web.
null
inventory
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
12608150028de86ec37619f52e23bf0bbb98dfc900618f2ed2fc450786cb096a
easy
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0280", "domain": "finance_invoice", "modality": "capture", "task": "visual_grounding_governance" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/finance_invoice" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "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" }
bb04e91b01add63c93be48c336e833137fa76266fc2dc227e14314c28b7f06b2
mssense_eval_v1_0280
mssense_controlled_balanced
visual_grounding_governance
12608150028de86ec37619f52e23bf0bbb98dfc900618f2ed2fc450786cb096a
Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice.
visual_grounding_governance scenario for finance_invoice on web.
null
finance_invoice
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mixed
89a2d863c8fe902520ecab6c2bf126f985999870eaed318f2d085f470e9ebdd6
medium
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
UNDERSTOOD
[]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-0281", "domain": "hr_onboarding", "modality": "audio", "task": "modification_intent" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
meta_tagged
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
effa72cbabe3ed0847003701587db364c129ea4f936f469c9e2eadb67313e5a7
mssense_eval_v1_0281
mssense_controlled_balanced
modification_intent
89a2d863c8fe902520ecab6c2bf126f985999870eaed318f2d085f470e9ebdd6
Identifier l’intention de modification contrôlée pour un workflow hr_onboarding.
modification_intent scenario for hr_onboarding on mixed.
null
hr_onboarding
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
mixed
723ec95fab8c1308d634ac73d8f95fd23d1320f047fcd83d9934d161856841e4
medium
true
null
[]
VALID
[]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0282", "domain": "crm_update", "modality": "capture", "task": "business_rule_extraction" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
faf9280aba1ccd364ff0c084826af43284d84e5a8682f361060b709846130007
mssense_eval_v1_0282
mssense_controlled_balanced
business_rule_extraction
723ec95fab8c1308d634ac73d8f95fd23d1320f047fcd83d9934d161856841e4
Extraire les règles métier d’un processus crm_update et les rattacher au LAT.
business_rule_extraction scenario for crm_update on mixed.
null
crm_update
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
63743f8e8130aeaa27ce0b6d05538adffb59d5de5add8dffc0ee0730cbf843a7
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-0283", "domain": "procurement", "modality": "text", "task": "lat_audit" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/procurement" }, "value": "${ctx.missing_value}" }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
c2363cc40db8c75e9389a0a03371cd3b91e413c1e2424107025e1926debe9274
mssense_eval_v1_0283
mssense_controlled_balanced
lat_audit
63743f8e8130aeaa27ce0b6d05538adffb59d5de5add8dffc0ee0730cbf843a7
Auditer un LAT api et détecter le problème VARIABLE_MANQUANTE.
lat_audit scenario for procurement on api.
null
procurement
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
web
4c28e8436a7a185c662dd18678585c3748e7613e071a30741f888611d830cf12
medium
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0284", "domain": "support_ticket", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/support_ticket" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
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" }
674a2dd104e0673e44f7d25fa40d2a12135bd5979d4ae6401948a931d89f912c
mssense_eval_v1_0284
mssense_controlled_balanced
business_rule_extraction
4c28e8436a7a185c662dd18678585c3748e7613e071a30741f888611d830cf12
Extraire les règles métier d’un processus support_ticket et les rattacher au LAT.
business_rule_extraction scenario for support_ticket on web.
null
support_ticket
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
c78628dfb7f0145652cb7b2470f69ba2d2cbcd863405e5dcea9157d86f3db5ca
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-0285", "domain": "logistics", "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": [ "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" }
df6466c509a7f2f8ca0bd0672c0714d3e21ea240179afdadd6e2c998a5cb6bb6
mssense_eval_v1_0285
mssense_controlled_balanced
lat_audit
c78628dfb7f0145652cb7b2470f69ba2d2cbcd863405e5dcea9157d86f3db5ca
Auditer un LAT desktop et détecter le problème UNRESOLVED_VARIABLE.
lat_audit scenario for logistics on desktop.
null
logistics
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
84872d51ec249fc9102ae3f9509391478843449294207f47261f67eccb3251af
medium
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0286", "domain": "compliance", "modality": "capture", "task": "semantic_judgment" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_stru...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
6fea46b31933b57801b9182f21f2474afbafd08b5ff69901d46c36d0eb9076a8
mssense_eval_v1_0286
mssense_controlled_balanced
semantic_judgment
84872d51ec249fc9102ae3f9509391478843449294207f47261f67eccb3251af
Juger si le workflow compliance est complet, cohérent et exécutable.
semantic_judgment scenario for compliance on desktop.
null
compliance
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "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-0287", "domain": "insurance_claim", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
3a80b13677f0b2e4d506ddda064cf85508b6ee5aac4c98ddbb907b8941beefe9
mssense_eval_v1_0287
mssense_controlled_balanced
business_rule_extraction
ce115e5a3e8ae69a80df99d26ec929ab1932f45de9f4e212727e9e6cfbaa4ff7
Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT.
business_rule_extraction scenario for insurance_claim on mail.
null
insurance_claim
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
a5a3acd33695eac4f14296a493f7a426a3a2677a5f8a12a85bae233d667d192c
medium
true
null
[]
QUESTION
[ "AMBIGUOUS_SELECTOR" ]
mixed
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-0288", "domain": "sales_ops", "modality": "mixed", "task": "clarification_policy" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "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" }
71c7be69cefa90cf94ae1d5b9a09cf853ee1db5b5a32a3da285744316ac8d347
mssense_eval_v1_0288
mssense_controlled_balanced
clarification_policy
a5a3acd33695eac4f14296a493f7a426a3a2677a5f8a12a85bae233d667d192c
Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal file.
clarification_policy scenario for sales_ops on file.
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
c465ed2ac01441eec1a99556f72530e4c85e91211cc2bec85338129048868d9b
hard
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-0289", "domain": "inventory", "modality": "text", "task": "clarification_policy" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/inventory" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_releva...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
d6197f2862da315410296aa959e7fbcd1cd178c607a072113f76559140f9a944
mssense_eval_v1_0289
mssense_controlled_balanced
clarification_policy
c465ed2ac01441eec1a99556f72530e4c85e91211cc2bec85338129048868d9b
Déterminer si une clarification est nécessaire pour un workflow inventory en canal web.
clarification_policy scenario for inventory on web.
null
inventory
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
60dd045fa37f979f3f39d4eb715f948b4ac5067402b0d35a92b014284ee45a64
medium
true
null
[]
QUESTION
[ "MISSING_PRECONDITION" ]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "PLAN_INCOMPLET" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-0290", "domain": "finance_invoice", "modality": "audio", "task": "clarification_policy" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/finance_invoice" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
meta_tagged
{ "expected_decision": "QUESTION", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_s...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
b5f742f12aa9c89fe44886e6d27db5b39dc7d97c2169f0b2340d3a24c33f2c22
mssense_eval_v1_0290
mssense_controlled_balanced
clarification_policy
60dd045fa37f979f3f39d4eb715f948b4ac5067402b0d35a92b014284ee45a64
Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal web.
clarification_policy scenario for finance_invoice on web.
null
finance_invoice
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "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
f32c6152bdce92d7684968b6208da2e6d0c25e197a3b3136597d1f6db6379d13
hard
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0291", "domain": "hr_onboarding", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/hr_onboarding" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
1e36a3dd083654334ca8145d293e4b20e22511047308cc492b4cb131ca96ba39
mssense_eval_v1_0291
mssense_controlled_balanced
business_rule_extraction
f32c6152bdce92d7684968b6208da2e6d0c25e197a3b3136597d1f6db6379d13
Extraire les règles métier d’un processus hr_onboarding et les rattacher au LAT.
business_rule_extraction scenario for hr_onboarding on web.
null
hr_onboarding
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mixed
94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136
easy
true
null
[]
UNDERSTOOD
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-0292", "domain": "crm_update", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "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" }
a3ea6658e619f2754eb9f5c67457536bbc85ab769fe3fe0c46c72b082182fe5e
mssense_eval_v1_0292
mssense_controlled_balanced
clarification_policy
94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136
Déterminer si une clarification est nécessaire pour un workflow crm_update en canal mixed.
clarification_policy scenario for crm_update on mixed.
null
crm_update
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
excel
11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0293", "domain": "procurement", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
3def7114e96a5d6768642978797e6bce9defeecc2abbcbdc2c55954910d41b8d
mssense_eval_v1_0293
mssense_controlled_balanced
business_rule_extraction
11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35
Extraire les règles métier d’un processus procurement et les rattacher au LAT.
business_rule_extraction scenario for procurement on excel.
null
procurement
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
f4b92a5919761ff3a0a407aebb81773b84dd5c667c726f0258c7c49bfc298f7a
easy
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
mixed
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0294", "domain": "support_ticket", "modality": "mixed", "task": "semantic_judgment" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_stru...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
027406158653ef88fe066527d59bab13e798df05002c792e0705b1e026000c46
mssense_eval_v1_0294
mssense_controlled_balanced
semantic_judgment
f4b92a5919761ff3a0a407aebb81773b84dd5c667c726f0258c7c49bfc298f7a
Juger si le workflow support_ticket est complet, cohérent et exécutable.
semantic_judgment scenario for support_ticket on desktop.
null
support_ticket
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
be3cc50cfdf126292afc430585dfb5c1d2dc495bff32d6f119f67e1c5cd117a4
medium
true
null
[]
INVALID
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0295", "domain": "logistics", "modality": "text", "task": "visual_grounding_governance" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_struct...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
671418cf68c38fc4e320dd90c24f7e7d178e1532fdb7c45cd289a88c28bd0bde
mssense_eval_v1_0295
mssense_controlled_balanced
visual_grounding_governance
be3cc50cfdf126292afc430585dfb5c1d2dc495bff32d6f119f67e1c5cd117a4
Valider le LAT avec grounding visuel et politique de gouvernance pour logistics.
visual_grounding_governance scenario for logistics on file.
null
logistics
Quel ordre d’exécution reflète réellement le processus métier ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
70b66a9f199323cae203ef232e54ab1f3bd06164559e0e5f45bf0594b7541b3d
medium
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0296", "domain": "compliance", "modality": "capture", "task": "semantic_judgment" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance",...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
16c2a76a4cb0688abfc8ae94044e54dd21cd64a0d7c2a49be55a6f94cef9b4d0
mssense_eval_v1_0296
mssense_controlled_balanced
semantic_judgment
70b66a9f199323cae203ef232e54ab1f3bd06164559e0e5f45bf0594b7541b3d
Juger si le workflow compliance est complet, cohérent et exécutable.
semantic_judgment scenario for compliance on file.
null
compliance
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
621cf7032b8972566552a94068fb5936ed8f49f1988b6c84fb062e15b5d2671e
medium
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
INVALID
[ "INCONSISTENT_FLOW" ]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "CONTRADICTION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0297", "domain": "insurance_claim", "modality": "audio", "task": "lat_audit" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "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" }
438926d6767e8a639a59650e98c33ecd8c79ac4ce1f96d453fe881bdaf5d97e1
mssense_eval_v1_0297
mssense_controlled_balanced
lat_audit
621cf7032b8972566552a94068fb5936ed8f49f1988b6c84fb062e15b5d2671e
Auditer un LAT excel et détecter le problème CONTRADICTION.
lat_audit scenario for insurance_claim on excel.
null
insurance_claim
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "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
0e61f3d8313bab55bb44a313cad747dab06f6d0cf3ca9b955ec16d1b1468372c
easy
true
null
[]
VALID
[]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0298", "domain": "sales_ops", "modality": "capture", "task": "business_rule_extraction" }
[ { "action": "OpenConnection", "channel": "DATABASE", "id": "s1", "instance": "db_main" }, { "action": "ExecuteQuery", "channel": "DATABASE", "id": "s2", "outputVar": "records", "params": { "query": "select * from records" } } ]
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
3e3c858fd0f4905ef507d815fc7d85d0b2c99ab1b9c153c74771c29a4605224d
mssense_eval_v1_0298
mssense_controlled_balanced
business_rule_extraction
0e61f3d8313bab55bb44a313cad747dab06f6d0cf3ca9b955ec16d1b1468372c
Extraire les règles métier d’un processus sales_ops et les rattacher au LAT.
business_rule_extraction scenario for sales_ops on database.
null
sales_ops
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
7c196121e8eae2d5ac991b97c26fc6b11d3f352e1eb851658660e2f7352676da
medium
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
INVALID
[ "UNRESOLVED_VARIABLE" ]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0299", "domain": "inventory", "modality": "demo", "task": "semantic_judgment" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/inventory" }, "value": "${ctx.missing_value}" }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", ...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
c24df43f3a213261b547b5fe5206285c967357375390c9c89033fac2ef41dac7
mssense_eval_v1_0299
mssense_controlled_balanced
semantic_judgment
7c196121e8eae2d5ac991b97c26fc6b11d3f352e1eb851658660e2f7352676da
Juger si le workflow inventory est complet, cohérent et exécutable.
semantic_judgment scenario for inventory on api.
null
inventory
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
b394be257d6d635b04b76aef751b23954cb38db12d6b368d7e7a65b7aef06662
medium
true
null
[]
INVALID
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0300", "domain": "finance_invoice", "modality": "text", "task": "lat_audit" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/finance_invoice" } }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", "params": { "path": "$.i...
real_artefact
{ "expected_decision": "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" }
8b2b543587b4b9db456152d6d2a43151f372c84e8e1120416387501f8174983c
mssense_eval_v1_0300
mssense_controlled_balanced
lat_audit
b394be257d6d635b04b76aef751b23954cb38db12d6b368d7e7a65b7aef06662
Auditer un LAT api et détecter le problème MISSING_PRECONDITION.
lat_audit scenario for finance_invoice on api.
null
finance_invoice
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
1d981d0c1bfe2c439d250b1c7f11bca942fd6459b3fb6330629a433aaad75c6c
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-0301", "domain": "hr_onboarding", "modality": "text", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/hr_onboarding" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
271b4ac6c5fa7c3ad6834c17eaca691b3ef399cd097dcfb7e60a83e04e74f487
mssense_eval_v1_0301
mssense_controlled_balanced
lat_audit
1d981d0c1bfe2c439d250b1c7f11bca942fd6459b3fb6330629a433aaad75c6c
Auditer un LAT web et détecter le problème UNRESOLVED_VARIABLE.
lat_audit scenario for hr_onboarding on web.
null
hr_onboarding
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
a060b78c97ae2842a04edc6d020fd5c7fdca2a2b770f7483276c0827713d80b6
hard
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0302", "domain": "crm_update", "modality": "text", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/crm_update" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${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" }
98a5588f3a666a99d5f8a1e8c273a876fb622afe697078b94ad2e9ddaf02cce7
mssense_eval_v1_0302
mssense_controlled_balanced
lat_audit
a060b78c97ae2842a04edc6d020fd5c7fdca2a2b770f7483276c0827713d80b6
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
[]
mixed
ddbf548a5e740eaa8b7b663111b6acc1d22ca0822a5aa4105f2efa0a6d391940
medium
true
null
[]
VALID
[]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0303", "domain": "procurement", "modality": "audio", "task": "workflow_creation" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
9d63ffab96c6ec499900441427d2d2765afb25737dfbb60c96e3bd16147f92c6
mssense_eval_v1_0303
mssense_controlled_balanced
workflow_creation
ddbf548a5e740eaa8b7b663111b6acc1d22ca0822a5aa4105f2efa0a6d391940
Créer un workflow procurement à partir d’une intention utilisateur en modalité mixed.
workflow_creation scenario for procurement on mixed.
null
procurement
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
5246a3db632ff7eeee45cff4f56ad1564bb44a79f3883267f4c90b197b805d85
medium
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0304", "domain": "support_ticket", "modality": "text", "task": "visual_grounding_governance" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/support_ticket" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance",...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
820684005ec5d94f9aa0a98b533efd158b28c4e14b401fe45168d8c84c09125b
mssense_eval_v1_0304
mssense_controlled_balanced
visual_grounding_governance
5246a3db632ff7eeee45cff4f56ad1564bb44a79f3883267f4c90b197b805d85
Valider le LAT avec grounding visuel et politique de gouvernance pour support_ticket.
visual_grounding_governance scenario for support_ticket on web.
null
support_ticket
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
af6a17eeda622717c9f22f0e9acfd170266378840d3223be05df824d7e9b870c
easy
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
INVALID
[ "INCONSISTENT_FLOW" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "CONTRADICTION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0305", "domain": "logistics", "modality": "capture", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/logistics" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevan...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
fec1a1abde62e61743ee607ae9f27afa369a6258ffa75d4caef8df46d5ba791e
mssense_eval_v1_0305
mssense_controlled_balanced
lat_audit
af6a17eeda622717c9f22f0e9acfd170266378840d3223be05df824d7e9b870c
Auditer un LAT web et détecter le problème CONTRADICTION.
lat_audit scenario for logistics on web.
null
logistics
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
47db9f4280e1d8a19bfc62e606bea6202558464ae8d3c48f69c68ec2a3421ddc
hard
true
null
[]
INVALID
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "PLAN_INCOMPLET" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0306", "domain": "compliance", "modality": "text", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/compliance" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_st...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
ae1212954e7a3b91e8f5af28d1984285e6ad59d5392e39b010dd6974763eca6f
mssense_eval_v1_0306
mssense_controlled_balanced
lat_audit
47db9f4280e1d8a19bfc62e606bea6202558464ae8d3c48f69c68ec2a3421ddc
Auditer un LAT web et détecter le problème PLAN_INCOMPLET.
lat_audit scenario for compliance on web.
null
compliance
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
f71fcea083dc2137cdb7518a0ab25f922e44dc1fd85d59eaf72525de4f8fde83
easy
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
INVALID
[ "UNRESOLVED_VARIABLE" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0307", "domain": "insurance_claim", "modality": "capture", "task": "semantic_judgment" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main", "value": "${ctx.missing_value}" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
87db4f8dd6a6b4ad7520c2f9d4e1b96f1e881401953dac7e51608ae0ece2184f
mssense_eval_v1_0307
mssense_controlled_balanced
semantic_judgment
f71fcea083dc2137cdb7518a0ab25f922e44dc1fd85d59eaf72525de4f8fde83
Juger si le workflow insurance_claim est complet, cohérent et exécutable.
semantic_judgment 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
[]
excel
2d9e340a05e5a94dadb08149431785d3e590b2a7b8faa701dad496e0903e5027
medium
true
null
[]
VALID
[]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-0308", "domain": "sales_ops", "modality": "audio", "task": "workflow_creation" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
f913200cecf63b82aaf46dc6a7f9a9e7c4ff662318c70d8295575470f6571e29
mssense_eval_v1_0308
mssense_controlled_balanced
workflow_creation
2d9e340a05e5a94dadb08149431785d3e590b2a7b8faa701dad496e0903e5027
Créer un workflow sales_ops à partir d’une intention utilisateur en modalité excel.
workflow_creation scenario for sales_ops on excel.
null
sales_ops
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
2cfc4ecf9743c85d2746fe00e888d2b14e7960fed83f48117b5ae6b5233e097c
hard
true
null
[]
INVALID
[ "UNRESOLVED_VARIABLE" ]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0309", "domain": "inventory", "modality": "demo", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/inventory" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
f3df6cdc58e43c902ee10bf48de268fb3e7a821147230209eabaf840f66ac152
mssense_eval_v1_0309
mssense_controlled_balanced
lat_audit
2cfc4ecf9743c85d2746fe00e888d2b14e7960fed83f48117b5ae6b5233e097c
Auditer un LAT web et détecter le problème UNRESOLVED_VARIABLE.
lat_audit scenario for inventory on web.
null
inventory
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
3ea6c9e77709b11e868eda0c188e9779731c437db147f93b327c3ca20b6e98c6
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-0310", "domain": "finance_invoice", "modality": "text", "task": "visual_grounding_governance" }
[ { "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": "$.i...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_stru...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
bf7bbad6dc1216681f381169aef393fc5ba427616d0e08a4336ff51d284d731e
mssense_eval_v1_0310
mssense_controlled_balanced
visual_grounding_governance
3ea6c9e77709b11e868eda0c188e9779731c437db147f93b327c3ca20b6e98c6
Valider le LAT avec grounding visuel et politique de gouvernance pour finance_invoice.
visual_grounding_governance scenario for finance_invoice on api.
null
finance_invoice
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
cd3f988e6e01a75203e7ec46dbc9047ddf2bbc937e8c50d143fe707270be8b35
medium
true
null
[]
QUESTION
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-0311", "domain": "hr_onboarding", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_struc...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
801cb5854f510cb638da25002a441cfdea779fa67d132d16e5dd388725bd3eb8
mssense_eval_v1_0311
mssense_controlled_balanced
clarification_policy
cd3f988e6e01a75203e7ec46dbc9047ddf2bbc937e8c50d143fe707270be8b35
Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal mail.
clarification_policy scenario for hr_onboarding on mail.
null
hr_onboarding
Quel ordre d’exécution reflète réellement le processus métier ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
8c241d77116e6dd947a74897cc0bf9fca439d8a28564722436f77d51d6334981
easy
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0312", "domain": "crm_update", "modality": "capture", "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...
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" }
a766be3ebbfe1eda325c61afb27a799a926cf1fa6c80f7eb1b2f8384252548c5
mssense_eval_v1_0312
mssense_controlled_balanced
visual_grounding_governance
8c241d77116e6dd947a74897cc0bf9fca439d8a28564722436f77d51d6334981
Valider le LAT avec grounding visuel et politique de gouvernance pour crm_update.
visual_grounding_governance scenario for crm_update on desktop.
null
crm_update
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
4470c7d080218aa2d7cd81b7f6c3f22bac1ca8d1cea26d29e484d472e923fafb
easy
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
INVALID
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "CONTRADICTION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0313", "domain": "procurement", "modality": "text", "task": "semantic_judgment" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/procurement" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevan...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
4a490551931003f57722f0decff7473ce6d76e8d4ec54203b06d6b6cefb4cb6f
mssense_eval_v1_0313
mssense_controlled_balanced
semantic_judgment
4470c7d080218aa2d7cd81b7f6c3f22bac1ca8d1cea26d29e484d472e923fafb
Juger si le workflow procurement est complet, cohérent et exécutable.
semantic_judgment scenario for procurement on web.
null
procurement
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
677a141356ee6c8b1d1f35b30da30916f3088f79d0e69409399147f1f93db652
easy
true
null
[]
INVALID
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "PLAN_INCOMPLET" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0314", "domain": "support_ticket", "modality": "text", "task": "semantic_judgment" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/support_ticket" } }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", "params": { "path": "$.it...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "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" }
9271dcb2354e433be679f898f16190b88e2621ecca2880792608bdda41340fc5
mssense_eval_v1_0314
mssense_controlled_balanced
semantic_judgment
677a141356ee6c8b1d1f35b30da30916f3088f79d0e69409399147f1f93db652
Juger si le workflow support_ticket est complet, cohérent et exécutable.
semantic_judgment scenario for support_ticket on api.
null
support_ticket
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
8c006b32349e1cf12ce4aa7f93604ccf10168f7dcf485839f929315aec6384b0
easy
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
UNDERSTOOD
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-0315", "domain": "logistics", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
159399e0540bdd0cf63969a2637017e48bbd1f6020942ab54560bb51f5698851
mssense_eval_v1_0315
mssense_controlled_balanced
clarification_policy
8c006b32349e1cf12ce4aa7f93604ccf10168f7dcf485839f929315aec6384b0
Déterminer si une clarification est nécessaire pour un workflow logistics en canal excel.
clarification_policy scenario for logistics on excel.
null
logistics
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mixed
ca9f1c38a368206467023f018e05787b6db809b9b1cee5215b64e1828576c226
hard
true
null
[]
QUESTION
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-0316", "domain": "compliance", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle 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" }
aa36e4d2206cff05b5bfe8ae54b6153aada0d0dea2c6cd747e0c97f749f3744f
mssense_eval_v1_0316
mssense_controlled_balanced
clarification_policy
ca9f1c38a368206467023f018e05787b6db809b9b1cee5215b64e1828576c226
Déterminer si une clarification est nécessaire pour un workflow compliance en canal mixed.
clarification_policy scenario for compliance on mixed.
null
compliance
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
e558270d48715d90bfa551eb591ecc88c4713953a2c0eba29fdcbabfd974ed65
hard
true
null
[]
INVALID
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0317", "domain": "insurance_claim", "modality": "text", "task": "semantic_judgment" }
[ { "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": "$.i...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
ad8f712c318f47fb6c0290b417a6400537eb286378a9ca39cfd6b9305e6d9fda
mssense_eval_v1_0317
mssense_controlled_balanced
semantic_judgment
e558270d48715d90bfa551eb591ecc88c4713953a2c0eba29fdcbabfd974ed65
Juger si le workflow insurance_claim est complet, cohérent et exécutable.
semantic_judgment scenario for insurance_claim on api.
null
insurance_claim
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
a5d7924229eb942b01a9d0dd159f59261dc5dd8e9e0ecda7a65625325cf71ffa
hard
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0318", "domain": "sales_ops", "modality": "capture", "task": "visual_grounding_governance" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "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" }
c2f7a38708587c0d44641d56eaa5740dc8be4ad8d37a4557765eca6b9d69f7d9
mssense_eval_v1_0318
mssense_controlled_balanced
visual_grounding_governance
a5d7924229eb942b01a9d0dd159f59261dc5dd8e9e0ecda7a65625325cf71ffa
Valider le LAT avec grounding visuel et politique de gouvernance pour sales_ops.
visual_grounding_governance scenario for sales_ops on file.
null
sales_ops
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
099732b42575b5de9a5190a612b34178b13cbbfed28e269196f19eed81a17b36
easy
true
null
[]
UNDERSTOOD
[]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-0319", "domain": "inventory", "modality": "audio", "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": "${ctx....
meta_tagged
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
18cf18a4fe09a5ee6a95d983ebf6f1971f647f304986b9949fff4c52b650702d
mssense_eval_v1_0319
mssense_controlled_balanced
modification_intent
099732b42575b5de9a5190a612b34178b13cbbfed28e269196f19eed81a17b36
Identifier l’intention de modification contrôlée pour un workflow inventory.
modification_intent scenario for inventory on file.
null
inventory
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
7d92703184e14eb695bf82b97f38ae9ffce0a8261e1eaf49d25fea135af1cc01
easy
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0320", "domain": "finance_invoice", "modality": "capture", "task": "semantic_judgment" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/finance_invoice" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "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" }
39647b3499ad3035e4993456061216cc0fc3d25fe56ede6bf7c6bdebb495f3d4
mssense_eval_v1_0320
mssense_controlled_balanced
semantic_judgment
7d92703184e14eb695bf82b97f38ae9ffce0a8261e1eaf49d25fea135af1cc01
Juger si le workflow finance_invoice est complet, cohérent et exécutable.
semantic_judgment scenario for finance_invoice on web.
null
finance_invoice
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
56b16e63359fbeabdb8829fffe23b2142a6df01daef51db2a3f49261d58f0eb0
hard
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
INVALID
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "CONTRADICTION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0321", "domain": "hr_onboarding", "modality": "text", "task": "lat_audit" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "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" }
151f8addb2c16c0e0412f3c0f12df4e8bf16db62b7bb5931391383b6a3a0e8d7
mssense_eval_v1_0321
mssense_controlled_balanced
lat_audit
56b16e63359fbeabdb8829fffe23b2142a6df01daef51db2a3f49261d58f0eb0
Auditer un LAT desktop et détecter le problème CONTRADICTION.
lat_audit scenario for hr_onboarding on desktop.
null
hr_onboarding
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
5eccf11b3465df744dafb049d93c926b1b9ec3ee0a9c1ea05e5c5f5a104764e8
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-0322", "domain": "crm_update", "modality": "text", "task": "semantic_judgment" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_st...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
d75499c35c190829f3444aa6946381e2c84baff33cc04c72744544688dd3802f
mssense_eval_v1_0322
mssense_controlled_balanced
semantic_judgment
5eccf11b3465df744dafb049d93c926b1b9ec3ee0a9c1ea05e5c5f5a104764e8
Juger si le workflow crm_update est complet, cohérent et exécutable.
semantic_judgment scenario for crm_update on mail.
null
crm_update
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd
easy
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
UNDERSTOOD
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-0323", "domain": "procurement", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
010083c43162beebe8b88c7fda9a83f45ab34d8ca15f4ea238af04aaeeda0855
mssense_eval_v1_0323
mssense_controlled_balanced
clarification_policy
9c8ade47deb756f0f6381ee480f0dbd608ef564ee7fd5720c26bdc2a5f5322cd
Déterminer si une clarification est nécessaire pour un workflow procurement en canal desktop.
clarification_policy scenario for procurement on desktop.
null
procurement
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
063e3ea6a8b98bb2bbb189d981a0517708ca50777cc3325f5f166b37d0729094
medium
true
null
[]
INVALID
[ "MISSING_PRECONDITION" ]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0324", "domain": "support_ticket", "modality": "demo", "task": "semantic_judgment" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle précondition doit être vérifiée avant cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structu...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
44835ab6ef187b1d0135e0b7f669903fc572c50391ff96c44800e85e8e058ae2
mssense_eval_v1_0324
mssense_controlled_balanced
semantic_judgment
063e3ea6a8b98bb2bbb189d981a0517708ca50777cc3325f5f166b37d0729094
Juger si le workflow support_ticket est complet, cohérent et exécutable.
semantic_judgment scenario for support_ticket on desktop.
null
support_ticket
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
aa36b0538a3889a680beb6ec482c44c6d443f7052b4c4b3607fa81ebf567926f
medium
true
null
[]
INVALID
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0325", "domain": "logistics", "modality": "text", "task": "lat_audit" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/logistics" } }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", "params": { "path": "$.items",...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
5c46543f9e9644d2c537be9029f1a6ffc68750d061cfedabd11e55c802f0a6f7
mssense_eval_v1_0325
mssense_controlled_balanced
lat_audit
aa36b0538a3889a680beb6ec482c44c6d443f7052b4c4b3607fa81ebf567926f
Auditer un LAT api et détecter le problème UNRESOLVED_VARIABLE.
lat_audit scenario for logistics on api.
null
logistics
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
429fcd1040fa1b1067ceeeb15a8f895b5281f0719f4662bed13fbd978f529891
hard
true
null
[]
QUESTION
[ "AMBIGUOUS_SELECTOR" ]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-0326", "domain": "compliance", "modality": "demo", "task": "clarification_policy" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/compliance" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
meta_tagged
{ "expected_decision": "QUESTION", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_str...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
b496bd191e6b27663c02a4d1e97814f9c356a34ef66396805d7451bf27b92186
mssense_eval_v1_0326
mssense_controlled_balanced
clarification_policy
429fcd1040fa1b1067ceeeb15a8f895b5281f0719f4662bed13fbd978f529891
Déterminer si une clarification est nécessaire pour un workflow compliance en canal web.
clarification_policy scenario for compliance on web.
null
compliance
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
0c9d6415d2eae34397fb71e44ddd815054be168647ff8355003984dedd5ed6b8
easy
true
null
[]
INVALID
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0327", "domain": "insurance_claim", "modality": "text", "task": "visual_grounding_governance" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_struct...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
e1e91566b3569cc939a19c4fbd3f832c1198906a38c5dde9fbbe12c7dcff7359
mssense_eval_v1_0327
mssense_controlled_balanced
visual_grounding_governance
0c9d6415d2eae34397fb71e44ddd815054be168647ff8355003984dedd5ed6b8
Valider le LAT avec grounding visuel et politique de gouvernance pour insurance_claim.
visual_grounding_governance scenario for insurance_claim on file.
null
insurance_claim
Quel ordre d’exécution reflète réellement le processus métier ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
0da708effcf1b37b34e397fd7879060e5057df302bc22ee148504a4c61819022
easy
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-0328", "domain": "sales_ops", "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 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" }
251f5effde0983708fbcfaae11bec570c22b748c84ee6a8689ad53d87385aa5a
mssense_eval_v1_0328
mssense_controlled_balanced
visual_grounding_governance
0da708effcf1b37b34e397fd7879060e5057df302bc22ee148504a4c61819022
Valider le LAT avec grounding visuel et politique de gouvernance pour sales_ops.
visual_grounding_governance scenario for sales_ops on desktop.
null
sales_ops
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null