_legacy_fields
listlengths
1
1
benchmark_version
stringclasses
1 value
business_rules
listlengths
0
3
channel_family
stringclasses
9 values
content_hash
stringlengths
64
64
difficulty
stringclasses
3 values
evaluation_only
bool
1 class
expected_audit_question
stringclasses
187 values
expected_choices
listlengths
0
5
expected_decision
stringclasses
6 values
expected_issue_types
listlengths
0
3
input_modality
stringclasses
5 values
input_payload
unknown
lat_candidate
listlengths
1
6
modality_role
stringclasses
2 values
oracle
dict
provenance
unknown
record_hash
stringlengths
64
64
sample_id
stringlengths
20
38
source_dataset
stringclasses
3 values
task_family
stringclasses
9 values
template_hash
stringlengths
64
64
user_intent
stringlengths
2
253
workflow_summary
stringlengths
39
253
expected_statuses
listlengths
1
3
domain
stringclasses
10 values
expected_question
stringclasses
8 values
augmentation_index
int64
1
9
augmentation_method
stringclasses
1 value
augmentation_type
stringclasses
1 value
lineage_parent_id
stringclasses
17 values
[ "content_hash" ]
1.1-eval
[]
file
429f76faf34f997543963fcacc2fc760f72fed2b424beafab3e04654d1d6cc3f
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-1229", "domain": "inventory", "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": "${ctx....
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
e9fd5d6c227f35f686f1e3a48d2a77e41c15448951b1ab8de54580a14da9c755
mssense_eval_v1_1229
mssense_controlled_balanced
semantic_judgment
429f76faf34f997543963fcacc2fc760f72fed2b424beafab3e04654d1d6cc3f
Juger si le workflow inventory est complet, cohérent et exécutable.
semantic_judgment scenario for inventory on file.
null
inventory
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
24244544ccac1ad4d4f6cb823db95a69368b738fdd3765609c470a9a20f75b8b
medium
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1230", "domain": "finance_invoice", "modality": "capture", "task": "lat_audit" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_stru...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
5b24c666d7cd09bb70e37b2d574f9f85e51a7026dca52e6a9c84d1250f878ad0
mssense_eval_v1_1230
mssense_controlled_balanced
lat_audit
24244544ccac1ad4d4f6cb823db95a69368b738fdd3765609c470a9a20f75b8b
Auditer un LAT excel et détecter le problème AMBIGUOUS_SELECTOR.
lat_audit scenario for finance_invoice on excel.
null
finance_invoice
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
2112472bab42d0a3e98dbf55c8ad4a3f3e1988b9db9608bfc5deef1d1c4bfc94
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-1231", "domain": "hr_onboarding", "modality": "text", "task": "visual_grounding_governance" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/hr_onboarding" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_struct...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
c32b99726b5a02c790a32f26948c42a3f08fafc5accb1fdc9149e977b7272287
mssense_eval_v1_1231
mssense_controlled_balanced
visual_grounding_governance
2112472bab42d0a3e98dbf55c8ad4a3f3e1988b9db9608bfc5deef1d1c4bfc94
Valider le LAT avec grounding visuel et politique de gouvernance pour hr_onboarding.
visual_grounding_governance scenario for hr_onboarding on web.
null
hr_onboarding
Quel ordre d’exécution reflète réellement le processus métier ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
d4af43a8f89529c961134380fd04b77609378721369533df81f4e1b2187d0cda
medium
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1232", "domain": "crm_update", "modality": "text", "task": "visual_grounding_governance" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel 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" }
6eee657327e5376eb449daf8822d8e9711187174f397d7b0aa52dcaf4e908334
mssense_eval_v1_1232
mssense_controlled_balanced
visual_grounding_governance
d4af43a8f89529c961134380fd04b77609378721369533df81f4e1b2187d0cda
Valider le LAT avec grounding visuel et politique de gouvernance pour crm_update.
visual_grounding_governance scenario for crm_update on excel.
null
crm_update
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "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
b1feb7651de8496d16e8ca7459062d17ae2acfa2f73ef2b5204e780b72bbbc2c
easy
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-1233", "domain": "procurement", "modality": "capture", "task": "business_rule_extraction" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/procurement" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
1f47fc51730c460dc0968be1efa266f2569051e203cb4c5cdc31635bbc48ec74
mssense_eval_v1_1233
mssense_controlled_balanced
business_rule_extraction
b1feb7651de8496d16e8ca7459062d17ae2acfa2f73ef2b5204e780b72bbbc2c
Extraire les règles métier d’un processus procurement et les rattacher au LAT.
business_rule_extraction scenario for procurement on web.
null
procurement
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
desktop
6c523eebb984d38188784d76a316b6f399c9fa9040834417d87321b4fc9ae819
medium
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1234", "domain": "support_ticket", "modality": "demo", "task": "business_rule_extraction" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
788f5b8bb4fe901709a96254e4d97c62cc15358349e9932489ddc451443d9658
mssense_eval_v1_1234
mssense_controlled_balanced
business_rule_extraction
6c523eebb984d38188784d76a316b6f399c9fa9040834417d87321b4fc9ae819
Extraire les règles métier d’un processus support_ticket et les rattacher au LAT.
business_rule_extraction scenario for support_ticket on desktop.
null
support_ticket
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
c6d9cbea4d24a5ea34cf65880612383f1861082816f7d995ffc8ab93a4b87d84
medium
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
QUESTION
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1235", "domain": "logistics", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "la...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
8bfce107053a26af5468544abfc18880d92dcc96db656cbed19346b8277b42f2
mssense_eval_v1_1235
mssense_controlled_balanced
clarification_policy
c6d9cbea4d24a5ea34cf65880612383f1861082816f7d995ffc8ab93a4b87d84
Déterminer si une clarification est nécessaire pour un workflow logistics en canal desktop.
clarification_policy scenario for logistics on desktop.
null
logistics
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
5b22944e959ac4ab9f1d5043715d26c5935ea5b08f5268301d9c575df1e9c922
hard
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1236", "domain": "compliance", "modality": "text", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/compliance" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
711483a629cf5f858d397046af2efa8d802a9dac126c0f6d76403df0c45f67bf
mssense_eval_v1_1236
mssense_controlled_balanced
workflow_creation
5b22944e959ac4ab9f1d5043715d26c5935ea5b08f5268301d9c575df1e9c922
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
[]
web
13eb1a8f3aa7ebc0b91c4c20b5b04b7e879c87ced693d56964e443da23d3265e
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-1237", "domain": "insurance_claim", "modality": "text", "task": "semantic_judgment" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/insurance_claim" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
7f613f1d4975bf913b83614a480b870d9db71a8056878762fc27086e4461df5c
mssense_eval_v1_1237
mssense_controlled_balanced
semantic_judgment
13eb1a8f3aa7ebc0b91c4c20b5b04b7e879c87ced693d56964e443da23d3265e
Juger si le workflow insurance_claim est complet, cohérent et exécutable.
semantic_judgment scenario for insurance_claim on web.
null
insurance_claim
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
469e99215118d20f43b4ba3058a5e4e92671ef5da8a4c8af1f8f17fb616b4845
medium
true
null
[]
UNDERSTOOD
[]
mixed
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-1238", "domain": "sales_ops", "modality": "mixed", "task": "modification_intent" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/sales_ops" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
real_artefact
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
93790331e6ba6f5049f0b80cd23e4a02b55ad251153ddadc8b0c7b086e7a6832
mssense_eval_v1_1238
mssense_controlled_balanced
modification_intent
469e99215118d20f43b4ba3058a5e4e92671ef5da8a4c8af1f8f17fb616b4845
Identifier l’intention de modification contrôlée pour un workflow sales_ops.
modification_intent scenario for sales_ops on web.
null
sales_ops
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
2dbc3b2f24dd4d2d3ea6fde5bcc7c3aa7d2bfbeb30f2d93a30ba89fedf115afd
medium
true
null
[]
UNDERSTOOD
[]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-1239", "domain": "inventory", "modality": "capture", "task": "modification_intent" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/inventory" } }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", "params": { "path": "$.items",...
meta_tagged
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
9a77a7c420f723dd97608cfed62198da46c5e264a4b917be63ddf5cd3e5e8b49
mssense_eval_v1_1239
mssense_controlled_balanced
modification_intent
2dbc3b2f24dd4d2d3ea6fde5bcc7c3aa7d2bfbeb30f2d93a30ba89fedf115afd
Identifier l’intention de modification contrôlée pour un workflow inventory.
modification_intent scenario for inventory on api.
null
inventory
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
9b09b55a28919b1c05d025c0910208922b52898016d43caa2a4f78e5ce1ceadb
easy
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1240", "domain": "finance_invoice", "modality": "demo", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/finance_invoice" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
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" }
b31db03abeb6a7c30ee2866987d7c89e2151e430e0407c4a9e3a2b5b9fa15ec7
mssense_eval_v1_1240
mssense_controlled_balanced
workflow_creation
9b09b55a28919b1c05d025c0910208922b52898016d43caa2a4f78e5ce1ceadb
Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for finance_invoice on web.
null
finance_invoice
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
e74b00e667b1e2cb8fa23b568d88e3fa9b751485520cb8bc7c4e5d66a6aa2148
medium
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
INVALID
[ "INCONSISTENT_FLOW" ]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "CONTRADICTION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1241", "domain": "hr_onboarding", "modality": "demo", "task": "semantic_judgment" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/hr_onboarding" } }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", "params": { "path": "$.ite...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevan...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
043ce21312c37a506c80f4815de246fe94fd2e2a920fa67ca8ac9452ca39b3cb
mssense_eval_v1_1241
mssense_controlled_balanced
semantic_judgment
e74b00e667b1e2cb8fa23b568d88e3fa9b751485520cb8bc7c4e5d66a6aa2148
Juger si le workflow hr_onboarding est complet, cohérent et exécutable.
semantic_judgment scenario for hr_onboarding on api.
null
hr_onboarding
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
204547e61e9ebcee2266f0b48ca903513248fdef93a38d6bfdf9c9f296ee104b
medium
true
null
[]
QUESTION
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "PLAN_INCOMPLET" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1242", "domain": "crm_update", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_s...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
c6c1c237827be805393713c84ee301b8cac341580ae679c111c42515e8b0f0f1
mssense_eval_v1_1242
mssense_controlled_balanced
clarification_policy
204547e61e9ebcee2266f0b48ca903513248fdef93a38d6bfdf9c9f296ee104b
Déterminer si une clarification est nécessaire pour un workflow crm_update en canal excel.
clarification_policy scenario for crm_update on excel.
null
crm_update
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
25a07d62bdd301d415160d67ab0557782ff5c18a74e74bbeaae3ebd75ae482d2
easy
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1243", "domain": "procurement", "modality": "text", "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": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
6d41700b29eeb086d9f17b3123558bd43f159b96fc7fcd1bdd057305dca7b0be
mssense_eval_v1_1243
mssense_controlled_balanced
workflow_creation
25a07d62bdd301d415160d67ab0557782ff5c18a74e74bbeaae3ebd75ae482d2
Créer un workflow procurement à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for procurement on web.
null
procurement
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
desktop
7b3c6eb1159498f9a6650e0471fccad4a7115ac557549353810f6e49f8e39b4d
hard
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1244", "domain": "support_ticket", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
0fe763b058a149d31d25b97d1e3b0976a3d1ee1fc4750196136c77fdd42b99ec
mssense_eval_v1_1244
mssense_controlled_balanced
business_rule_extraction
7b3c6eb1159498f9a6650e0471fccad4a7115ac557549353810f6e49f8e39b4d
Extraire les règles métier d’un processus support_ticket et les rattacher au LAT.
business_rule_extraction scenario for support_ticket on desktop.
null
support_ticket
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
89ae24f6489752e13acd6f5aec983553e8e79de7c391ce4f41d98a372b43ab63
hard
true
null
[]
INVALID
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1245", "domain": "logistics", "modality": "text", "task": "lat_audit" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/logistics" } }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", "params": { "path": "$.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" }
390d076961549ed8e53f596fd34c9e8aef247a10907bac83ab17c99c395d9011
mssense_eval_v1_1245
mssense_controlled_balanced
lat_audit
89ae24f6489752e13acd6f5aec983553e8e79de7c391ce4f41d98a372b43ab63
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
[ { "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
f4052c3630c0744ffb4ca5cd1eadeb76b2ef3cc12fdc22a359734c1e3498b679
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1246", "domain": "compliance", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/compliance" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
0c5c47505cbdf2a64eefc828da32f07ba402d6c56314952943c97f14f54699fe
mssense_eval_v1_1246
mssense_controlled_balanced
business_rule_extraction
f4052c3630c0744ffb4ca5cd1eadeb76b2ef3cc12fdc22a359734c1e3498b679
Extraire les règles métier d’un processus compliance et les rattacher au LAT.
business_rule_extraction scenario for compliance on web.
null
compliance
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
9dbb9b913535f622a1b8b29e9a8c5de363367e93f88babecebb200ca9d7d2329
hard
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1247", "domain": "insurance_claim", "modality": "text", "task": "workflow_creation" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
299851c33a9e033158a1492983df554c17b31eea377a74847f33cd0a80d60d20
mssense_eval_v1_1247
mssense_controlled_balanced
workflow_creation
9dbb9b913535f622a1b8b29e9a8c5de363367e93f88babecebb200ca9d7d2329
Créer un workflow insurance_claim à partir d’une intention utilisateur en modalité desktop.
workflow_creation scenario for insurance_claim on desktop.
null
insurance_claim
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
34cf577b22bf843b64696ba51fc7f205069f92b5e08d89b4b916400be34bd7c0
medium
true
null
[]
QUESTION
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1248", "domain": "sales_ops", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance"...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
42dcac53dc2129931e4a507c95d0798f84f98f4b1d2cc93ce63dafaa8420f6f5
mssense_eval_v1_1248
mssense_controlled_balanced
clarification_policy
34cf577b22bf843b64696ba51fc7f205069f92b5e08d89b4b916400be34bd7c0
Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal desktop.
clarification_policy scenario for sales_ops on desktop.
null
sales_ops
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
149ff644f2837ace901f7e4d1f3942d659557ad63ff956760b41b19510848183
easy
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
INVALID
[ "INCONSISTENT_FLOW" ]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "CONTRADICTION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1249", "domain": "inventory", "modality": "demo", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/inventory" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "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" }
e8d80d3ed253e7ea171477a92c4da3fcde70c148504bd75e8ca053341cadec28
mssense_eval_v1_1249
mssense_controlled_balanced
lat_audit
149ff644f2837ace901f7e4d1f3942d659557ad63ff956760b41b19510848183
Auditer un LAT web et détecter le problème CONTRADICTION.
lat_audit scenario for inventory on web.
null
inventory
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
b91a2b74b30684045a18828c06c0d64f1a180286c0a1c5aec7febeeff3c6c17c
hard
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1250", "domain": "finance_invoice", "modality": "text", "task": "workflow_creation" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
0f103e423f66374ee078ad0d5fe1361bc72a8b56c46e2504e41fe834570aa0a9
mssense_eval_v1_1250
mssense_controlled_balanced
workflow_creation
b91a2b74b30684045a18828c06c0d64f1a180286c0a1c5aec7febeeff3c6c17c
Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité file.
workflow_creation scenario for finance_invoice on file.
null
finance_invoice
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
98cb60080097753d082484e0e7d68698fdc8a1d7a974319338b27085844d7a5b
easy
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
INVALID
[ "UNRESOLVED_VARIABLE" ]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1251", "domain": "hr_onboarding", "modality": "demo", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "${ctx.missing_value}" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "channel": "W...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
d45eccba0982346377c3c0d00450b0df2e855cbd8192529932db4b1042614ad7
mssense_eval_v1_1251
mssense_controlled_balanced
lat_audit
98cb60080097753d082484e0e7d68698fdc8a1d7a974319338b27085844d7a5b
Auditer un LAT web et détecter le problème VARIABLE_MANQUANTE.
lat_audit scenario for hr_onboarding on web.
null
hr_onboarding
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
9dbb9b913535f622a1b8b29e9a8c5de363367e93f88babecebb200ca9d7d2329
hard
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1252", "domain": "crm_update", "modality": "text", "task": "workflow_creation" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
a6a7b3f995c2894603f108dc65bcc91762394966a29a92c978694e896ee11d93
mssense_eval_v1_1252
mssense_controlled_balanced
workflow_creation
9dbb9b913535f622a1b8b29e9a8c5de363367e93f88babecebb200ca9d7d2329
Créer un workflow crm_update à partir d’une intention utilisateur en modalité desktop.
workflow_creation scenario for crm_update on desktop.
null
crm_update
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
database
ff9d980ee3c77b838e33906eded1b6037199bc15edcf6d488e5b5f0cfaf5e088
hard
true
null
[]
INVALID
[ "UNRESOLVED_VARIABLE" ]
mixed
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1253", "domain": "procurement", "modality": "mixed", "task": "semantic_judgment" }
[ { "action": "OpenConnection", "channel": "DATABASE", "id": "s1", "instance": "db_main" }, { "action": "ExecuteQuery", "channel": "DATABASE", "id": "s2", "outputVar": "records", "params": { "query": "select * from records" } } ]
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
83aeafae417a3ed2ffddcbba94001c4e39781bd670d21076d404db124e84f24f
mssense_eval_v1_1253
mssense_controlled_balanced
semantic_judgment
ff9d980ee3c77b838e33906eded1b6037199bc15edcf6d488e5b5f0cfaf5e088
Juger si le workflow procurement est complet, cohérent et exécutable.
semantic_judgment scenario for procurement on database.
null
procurement
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
d7f3cfa728b5f2f36bad85c39caeff725978b4707568052cda57d10abc71b505
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1254", "domain": "support_ticket", "modality": "text", "task": "workflow_creation" }
[ { "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": "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" }
dead614eeb19ccf657de21c7d3ef7175745a0f9a8b3b7bfd3d59ee45fc3f041a
mssense_eval_v1_1254
mssense_controlled_balanced
workflow_creation
d7f3cfa728b5f2f36bad85c39caeff725978b4707568052cda57d10abc71b505
Créer un workflow support_ticket à partir d’une intention utilisateur en modalité api.
workflow_creation scenario for support_ticket on api.
null
support_ticket
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
4a44c330ac858e44dc858bc1846a3057aab677b653d61d0a4e488301558f43da
hard
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1255", "domain": "logistics", "modality": "text", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/logistics" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
2c7a6c41313b21c6979f85e23afd4aa3c416a0dc60ca5d56d540872c5b5c0cb4
mssense_eval_v1_1255
mssense_controlled_balanced
workflow_creation
4a44c330ac858e44dc858bc1846a3057aab677b653d61d0a4e488301558f43da
Créer un workflow logistics à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for logistics on web.
null
logistics
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
mixed
acf5afd105bdab2f8003a61ac1238655d04e73a0a5b2dd53f910dc06385fae02
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1256", "domain": "compliance", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${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" }
4029a6d833467ede55b7216b380934c66a82d20a31dd0e71b0456eb3777a141c
mssense_eval_v1_1256
mssense_controlled_balanced
business_rule_extraction
acf5afd105bdab2f8003a61ac1238655d04e73a0a5b2dd53f910dc06385fae02
Extraire les règles métier d’un processus compliance et les rattacher au LAT.
business_rule_extraction scenario for compliance on mixed.
null
compliance
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
web
0bb24c8f46e59c0391daae47bccd12b07d440e20c4e4e9c76f0d4dc420d7a97c
hard
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1257", "domain": "insurance_claim", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/insurance_claim" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
f92b12a63021c605ae930b3412661f5f87fa123656a1308387c5ffb02d7f7d34
mssense_eval_v1_1257
mssense_controlled_balanced
business_rule_extraction
0bb24c8f46e59c0391daae47bccd12b07d440e20c4e4e9c76f0d4dc420d7a97c
Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT.
business_rule_extraction scenario for insurance_claim on web.
null
insurance_claim
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mixed
487fd68988b1137014c5ea9c1b0bd0927f920d5d6c6ef271417e70a30fdecc53
hard
true
null
[]
QUESTION
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "PLAN_INCOMPLET" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1258", "domain": "sales_ops", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle 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" }
3c6b4f56891cc60d75ba07009dce16ac42e5c5129d70135dd8f0c9da52976aa0
mssense_eval_v1_1258
mssense_controlled_balanced
clarification_policy
487fd68988b1137014c5ea9c1b0bd0927f920d5d6c6ef271417e70a30fdecc53
Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal mixed.
clarification_policy scenario for sales_ops on mixed.
null
sales_ops
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
f4bf4d234452dbc8c3e8e1a25c4f0fcca91f2e552c0a52b28c945680265e9063
medium
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
QUESTION
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1259", "domain": "inventory", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "la...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
50de019c20df04fd1a90ac1841396fcfde117d035395b4c9d94ed120b4554499
mssense_eval_v1_1259
mssense_controlled_balanced
clarification_policy
f4bf4d234452dbc8c3e8e1a25c4f0fcca91f2e552c0a52b28c945680265e9063
Déterminer si une clarification est nécessaire pour un workflow inventory en canal excel.
clarification_policy scenario for inventory on excel.
null
inventory
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
811da828eabd07c2165eeac06a359ef0a3936ad1b030c733622c21af6c197e61
easy
true
null
[]
UNDERSTOOD
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-1260", "domain": "finance_invoice", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
real_artefact
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
ceff904bd362b51bc80d18103f771e3a1c84ad2ae4d692425110e605464df28c
mssense_eval_v1_1260
mssense_controlled_balanced
clarification_policy
811da828eabd07c2165eeac06a359ef0a3936ad1b030c733622c21af6c197e61
Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal mail.
clarification_policy scenario for finance_invoice on mail.
null
finance_invoice
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
database
2247e29d27bb8e90e97bfa97578ecd1136d2f9fcbde2bb270449e184fbb0449e
medium
true
null
[]
QUESTION
[ "UNRESOLVED_VARIABLE" ]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1261", "domain": "hr_onboarding", "modality": "audio", "task": "clarification_policy" }
[ { "action": "OpenConnection", "channel": "DATABASE", "id": "s1", "instance": "db_main" }, { "action": "ExecuteQuery", "channel": "DATABASE", "id": "s2", "outputVar": "records", "params": { "query": "select * from records" } } ]
meta_tagged
{ "expected_decision": "QUESTION", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validit...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
074b2002b1afaa1715f788b2fadd941133d47ac2b38f9796b281fc8cc119a9a0
mssense_eval_v1_1261
mssense_controlled_balanced
clarification_policy
2247e29d27bb8e90e97bfa97578ecd1136d2f9fcbde2bb270449e184fbb0449e
Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal database.
clarification_policy scenario for hr_onboarding on database.
null
hr_onboarding
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
21a21bdae187b7eab8bbf5ebb9c7f96cd3c8710082b756a414acd5a73bf24726
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1262", "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": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
e5e12685797fcf892a733ce4b3437a72ee5c46801df1c45c2733a275962ac99d
mssense_eval_v1_1262
mssense_controlled_balanced
workflow_creation
21a21bdae187b7eab8bbf5ebb9c7f96cd3c8710082b756a414acd5a73bf24726
Créer un workflow crm_update à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for crm_update on web.
null
crm_update
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
d53d1cd2a3d04ad1998833927fc00a5ad9253c7a7f339e15cca0a7d40fe8c378
medium
true
null
[]
QUESTION
[ "INCONSISTENT_FLOW" ]
mixed
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1263", "domain": "procurement", "modality": "mixed", "task": "clarification_policy" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_struc...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
b9ddbe8f0c09019e80a0a02a448726b6e552d7fb05ad24b173747c9edc49f480
mssense_eval_v1_1263
mssense_controlled_balanced
clarification_policy
d53d1cd2a3d04ad1998833927fc00a5ad9253c7a7f339e15cca0a7d40fe8c378
Déterminer si une clarification est nécessaire pour un workflow procurement en canal excel.
clarification_policy scenario for procurement on excel.
null
procurement
Quel ordre d’exécution reflète réellement le processus métier ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
57a9d58ad9fa5cef0138fd3e417b2c2102e991a23452e27f491d2734a7765390
medium
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1264", "domain": "support_ticket", "modality": "text", "task": "workflow_creation" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
5561ad51abdfd1882e0e8a9a3aab568a3f2df3ea943cb798c98e8a72968d7d22
mssense_eval_v1_1264
mssense_controlled_balanced
workflow_creation
57a9d58ad9fa5cef0138fd3e417b2c2102e991a23452e27f491d2734a7765390
Créer un workflow support_ticket à partir d’une intention utilisateur en modalité file.
workflow_creation scenario for support_ticket on file.
null
support_ticket
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
cfb5a4d6182cd119a117d05f38f128ddc2e72fdfb950c34e72edf1ebe6df6db1
medium
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
QUESTION
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "CONTRADICTION" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1265", "domain": "logistics", "modality": "text", "task": "clarification_policy" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/logistics" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
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" }
b2b1b5b463cfe05f0920caaddb491833c19cff0a160416f447abdc0ea45ebf06
mssense_eval_v1_1265
mssense_controlled_balanced
clarification_policy
cfb5a4d6182cd119a117d05f38f128ddc2e72fdfb950c34e72edf1ebe6df6db1
Déterminer si une clarification est nécessaire pour un workflow logistics en canal web.
clarification_policy scenario for logistics on web.
null
logistics
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
8b49678c37cf61aceeb19784680f606e8a0f2b2ab0f00dbd0cac5546f11b5776
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-1266", "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": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_st...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
42a42f693ee51606d99ccd18eb193eb9047727aa998d519de7193f49d6bd6a1f
mssense_eval_v1_1266
mssense_controlled_balanced
lat_audit
8b49678c37cf61aceeb19784680f606e8a0f2b2ab0f00dbd0cac5546f11b5776
Auditer un LAT web et détecter le problème PLAN_INCOMPLET.
lat_audit scenario for compliance on web.
null
compliance
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
excel
11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35
easy
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1267", "domain": "insurance_claim", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
3e6634aa6ab87805746cb7a53350dc26b26ef7a5607b9446c6889a2329dd0dcf
mssense_eval_v1_1267
mssense_controlled_balanced
business_rule_extraction
11c7d9b5bc914fdc1e1ca1d99c5fb979bd56779974f310c06480556f1860be35
Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT.
business_rule_extraction scenario for insurance_claim on excel.
null
insurance_claim
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
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-1268", "domain": "sales_ops", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle précondition doit être vérifiée avant cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_struct...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
d68b3ec49a916638e6c3aa5cee42b6628c6795c1159d89eb74e91f7d4826b9b9
mssense_eval_v1_1268
mssense_controlled_balanced
clarification_policy
9c0ccbecc36b8670c626ce723f16dd51e81d4937d29f9bdf47188eced81058b8
Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal mail.
clarification_policy scenario for sales_ops on mail.
null
sales_ops
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
web
6cb61f0a58cbee4586023eda1069878633421a53a869e05b5775392ba98b4fcc
medium
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1269", "domain": "inventory", "modality": "demo", "task": "business_rule_extraction" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/inventory" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
fd0429a6937f3fb47bf63fbcf52e705cc2668d153aa205d083901b77eee8c95f
mssense_eval_v1_1269
mssense_controlled_balanced
business_rule_extraction
6cb61f0a58cbee4586023eda1069878633421a53a869e05b5775392ba98b4fcc
Extraire les règles métier d’un processus inventory et les rattacher au LAT.
business_rule_extraction scenario for inventory on web.
null
inventory
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
8d9528e0714fb3bf93845dccd5006a7d47d4d43a55295244487bc2970b3dcb59
hard
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1270", "domain": "finance_invoice", "modality": "demo", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/finance_invoice" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
586983b15fcb46f1fbd5470002a4b126bc9bcceef1d15d552456528182d7e316
mssense_eval_v1_1270
mssense_controlled_balanced
workflow_creation
8d9528e0714fb3bf93845dccd5006a7d47d4d43a55295244487bc2970b3dcb59
Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for finance_invoice on web.
null
finance_invoice
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
7c45baf7d996c92d036481849f537363289b8262e413c681c84cf0d670213f39
easy
true
null
[]
INVALID
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1271", "domain": "hr_onboarding", "modality": "text", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/hr_onboarding" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_struct...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
c595361e779dac2ce4f9280d99a265f1c006fb728db25ec696d8983a193074fc
mssense_eval_v1_1271
mssense_controlled_balanced
lat_audit
7c45baf7d996c92d036481849f537363289b8262e413c681c84cf0d670213f39
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
[]
desktop
31bf844a32740e89708473272285932951e54ff47e0bd79d92d828d7955c912f
medium
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1272", "domain": "crm_update", "modality": "text", "task": "semantic_judgment" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel 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" }
0acd1596159908e1fc4e2d76defc43a27a0d011b964aeb37314076617969ee27
mssense_eval_v1_1272
mssense_controlled_balanced
semantic_judgment
31bf844a32740e89708473272285932951e54ff47e0bd79d92d828d7955c912f
Juger si le workflow crm_update est complet, cohérent et exécutable.
semantic_judgment scenario for crm_update on desktop.
null
crm_update
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
8298b664b57f0d1f12fe80637be6998d636417e248ad7d388dca566220c8b5f3
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-1273", "domain": "procurement", "modality": "text", "task": "semantic_judgment" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } }, { "action": "IfCondition", "channel": "CON...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevan...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
b113fcc45f6db07222d734072e588f9bd80fb92f177d184ebe6beb24536d54b3
mssense_eval_v1_1273
mssense_controlled_balanced
semantic_judgment
8298b664b57f0d1f12fe80637be6998d636417e248ad7d388dca566220c8b5f3
Juger si le workflow procurement est complet, cohérent et exécutable.
semantic_judgment scenario for procurement on mail.
null
procurement
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
f29c888755d7851dd6363be17a90cff3bdd75fcc37d66b931b158a65479cf8e2
easy
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1274", "domain": "support_ticket", "modality": "demo", "task": "workflow_creation" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${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" }
1ae0e3824eba15ba6fdc5c4cf538a323212f86c1bc20037125ce149743324826
mssense_eval_v1_1274
mssense_controlled_balanced
workflow_creation
f29c888755d7851dd6363be17a90cff3bdd75fcc37d66b931b158a65479cf8e2
Créer un workflow support_ticket à partir d’une intention utilisateur en modalité excel.
workflow_creation scenario for support_ticket on excel.
null
support_ticket
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
66e74eff8c47ba61280943d8d096f58da449e100684eeb30b99e8ddf420f4b89
hard
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
INVALID
[ "UNRESOLVED_VARIABLE" ]
mixed
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1275", "domain": "logistics", "modality": "mixed", "task": "lat_audit" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" }, "value": "${ctx.missing_value}" }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${c...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
2fcbb77813d1439d53879fec02839e5ad1075e7834aa63c9a5de02e5a40cb318
mssense_eval_v1_1275
mssense_controlled_balanced
lat_audit
66e74eff8c47ba61280943d8d096f58da449e100684eeb30b99e8ddf420f4b89
Auditer un LAT file et détecter le problème VARIABLE_MANQUANTE.
lat_audit scenario for logistics on file.
null
logistics
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
f5cd7ab223c15dae95e3f8be6aa358278cfb8423fa836ed97616a137b3bd05bf
hard
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1276", "domain": "compliance", "modality": "demo", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/compliance" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${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" }
be03fdb39e65833eb8bc3af3e3e693a6f506376f5acf0885b17b48d146ca98c6
mssense_eval_v1_1276
mssense_controlled_balanced
workflow_creation
f5cd7ab223c15dae95e3f8be6aa358278cfb8423fa836ed97616a137b3bd05bf
Créer un workflow compliance à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for compliance on web.
null
compliance
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
702a84c865b0cfecb009c58499e63fc76cc8d9fa8219f0a86fe97e8bdbd6e602
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-1277", "domain": "insurance_claim", "modality": "text", "task": "visual_grounding_governance" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
21794f19d2877346881d8249956bb522f134f3797241e319aee77aae41323386
mssense_eval_v1_1277
mssense_controlled_balanced
visual_grounding_governance
702a84c865b0cfecb009c58499e63fc76cc8d9fa8219f0a86fe97e8bdbd6e602
Valider le LAT avec grounding visuel et politique de gouvernance pour insurance_claim.
visual_grounding_governance scenario for insurance_claim on excel.
null
insurance_claim
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
c2f1dc26f2116d08543097a93950add7234c630b49411a9bfc6b674b39cd1823
easy
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1278", "domain": "sales_ops", "modality": "text", "task": "semantic_judgment" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_stru...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
2dd02b6e9877e34ba840c9281ef1a474b9f31d752a57a5e5a39488138d451b7d
mssense_eval_v1_1278
mssense_controlled_balanced
semantic_judgment
c2f1dc26f2116d08543097a93950add7234c630b49411a9bfc6b674b39cd1823
Juger si le workflow sales_ops est complet, cohérent et exécutable.
semantic_judgment scenario for sales_ops on desktop.
null
sales_ops
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
096ff92c971eb9a172baee8dd7e943464985a1f7241bb9d770ff8ec274ee5a16
medium
true
null
[]
QUESTION
[ "INCONSISTENT_FLOW" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1279", "domain": "inventory", "modality": "capture", "task": "clarification_policy" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/inventory" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
meta_tagged
{ "expected_decision": "QUESTION", "expected_issue_types": [ "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" }
830bc21b6f175ef8c786020ebed8ba3bd787a67b7bb1cf88ef9e6e798cc0ba03
mssense_eval_v1_1279
mssense_controlled_balanced
clarification_policy
096ff92c971eb9a172baee8dd7e943464985a1f7241bb9d770ff8ec274ee5a16
Déterminer si une clarification est nécessaire pour un workflow inventory en canal web.
clarification_policy scenario for inventory on web.
null
inventory
Quel ordre d’exécution reflète réellement le processus métier ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
cbb530628589582046c0417932d45ba6277d8f2280b3c0962a2c1313a0450ec7
hard
true
null
[]
QUESTION
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1280", "domain": "finance_invoice", "modality": "text", "task": "clarification_policy" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/finance_invoice" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "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" }
ebb043f813adba22be1fa0ae0b91b939bb33492e1bd7ab51a37287906922fc2c
mssense_eval_v1_1280
mssense_controlled_balanced
clarification_policy
cbb530628589582046c0417932d45ba6277d8f2280b3c0962a2c1313a0450ec7
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
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
database
79c95000b32e2fe35806cfc5a79c8ec09c373bbc53cae9fad49442a6fedf414d
medium
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
UNDERSTOOD
[]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-1281", "domain": "hr_onboarding", "modality": "capture", "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" } } ]
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" }
096473887d4852e2230af28a8533e99ed787b29a05377f38591152d123998b14
mssense_eval_v1_1281
mssense_controlled_balanced
modification_intent
79c95000b32e2fe35806cfc5a79c8ec09c373bbc53cae9fad49442a6fedf414d
Identifier l’intention de modification contrôlée pour un workflow hr_onboarding.
modification_intent scenario for hr_onboarding on database.
null
hr_onboarding
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
bb6b80737c6c75bc48e98ca6888265ef4c013811de5bf34b1780fede61eb5c11
medium
true
null
[]
INVALID
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "PLAN_INCOMPLET" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1282", "domain": "crm_update", "modality": "text", "task": "semantic_judgment" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_st...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
fe779fac2625a39c8e479c12e0263bd4ee890e6fbb73d127dc01a3e4984122c7
mssense_eval_v1_1282
mssense_controlled_balanced
semantic_judgment
bb6b80737c6c75bc48e98ca6888265ef4c013811de5bf34b1780fede61eb5c11
Juger si le workflow crm_update est complet, cohérent et exécutable.
semantic_judgment scenario for crm_update on file.
null
crm_update
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
mail
ce115e5a3e8ae69a80df99d26ec929ab1932f45de9f4e212727e9e6cfbaa4ff7
medium
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1283", "domain": "procurement", "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": "${ctx.recipient}" } } ]
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
e8221e0d5837f1d40ae8166cbe57e4e9995971b27c932c7db8f5de6d4d44b05d
mssense_eval_v1_1283
mssense_controlled_balanced
business_rule_extraction
ce115e5a3e8ae69a80df99d26ec929ab1932f45de9f4e212727e9e6cfbaa4ff7
Extraire les règles métier d’un processus procurement et les rattacher au LAT.
business_rule_extraction scenario for procurement on mail.
null
procurement
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
f3541586fc1f799447ee2f62afd7a0b6af60b10dcfaaa3d3383015a5dfc83de5
medium
true
null
[]
QUESTION
[ "MISSING_PRECONDITION" ]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1284", "domain": "support_ticket", "modality": "audio", "task": "clarification_policy" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${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": [ "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" }
68ad3740b9592d5e871ea136a8312a35a5780bb87ff6ac575a9757053b78318e
mssense_eval_v1_1284
mssense_controlled_balanced
clarification_policy
f3541586fc1f799447ee2f62afd7a0b6af60b10dcfaaa3d3383015a5dfc83de5
Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal file.
clarification_policy scenario for support_ticket on file.
null
support_ticket
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
24adb9a861e8ad9e17fb94cd60264d4f4268bb7a420e80922976b68c5d8defe3
easy
true
null
[]
UNDERSTOOD
[]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-1285", "domain": "logistics", "modality": "capture", "task": "clarification_policy" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/logistics" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
meta_tagged
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
10bb4a71e45bd2646aa1fd02d3e82411752db41c30bab26aa529361b961c0e8d
mssense_eval_v1_1285
mssense_controlled_balanced
clarification_policy
24adb9a861e8ad9e17fb94cd60264d4f4268bb7a420e80922976b68c5d8defe3
Déterminer si une clarification est nécessaire pour un workflow logistics en canal web.
clarification_policy scenario for logistics on web.
null
logistics
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
desktop
ad72d4e6119b257ce968639bc5bbc7abed7b9d6e943623e580e3eeba235d7b9a
hard
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1286", "domain": "compliance", "modality": "demo", "task": "business_rule_extraction" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
8bcb213e2dc4815e740c38fecd0f2ef4bbb889dfe9e97a6562dd9cf7395cfaed
mssense_eval_v1_1286
mssense_controlled_balanced
business_rule_extraction
ad72d4e6119b257ce968639bc5bbc7abed7b9d6e943623e580e3eeba235d7b9a
Extraire les règles métier d’un processus compliance et les rattacher au LAT.
business_rule_extraction scenario for compliance on desktop.
null
compliance
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
web
4579a184ca65eb3b1e5755e1b8e122e969058aae157722ff25c401553c53611c
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1287", "domain": "insurance_claim", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/insurance_claim" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick",...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
a8bcd9a6680a2091353fd46b4b26d400b35506d0b22d18505944d400759738ee
mssense_eval_v1_1287
mssense_controlled_balanced
business_rule_extraction
4579a184ca65eb3b1e5755e1b8e122e969058aae157722ff25c401553c53611c
Extraire les règles métier d’un processus insurance_claim et les rattacher au LAT.
business_rule_extraction scenario for insurance_claim on web.
null
insurance_claim
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
428cb516407ff6f77f4a1db6b2db1f5e17be3d96187c48c1e0e8e73c02d60772
easy
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1288", "domain": "sales_ops", "modality": "text", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/sales_ops" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance",...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
ea4ab2afdc5677eeb51211774f538da226435364eaed0ec515943a53dcd39cb4
mssense_eval_v1_1288
mssense_controlled_balanced
lat_audit
428cb516407ff6f77f4a1db6b2db1f5e17be3d96187c48c1e0e8e73c02d60772
Auditer un LAT web et détecter le problème AMBIGUITE.
lat_audit scenario for sales_ops on web.
null
sales_ops
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
1f1b621a58e976c9ab1d41a6098511591e0e82d20b0c8184d1c0a5e2b0ba8485
hard
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
QUESTION
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "CONTRADICTION" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1289", "domain": "inventory", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "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" }
da7739b7a88cfa19b20f394f6109c0d0c892188a4796cbf7258a2c3861ad7ac3
mssense_eval_v1_1289
mssense_controlled_balanced
clarification_policy
1f1b621a58e976c9ab1d41a6098511591e0e82d20b0c8184d1c0a5e2b0ba8485
Déterminer si une clarification est nécessaire pour un workflow inventory en canal excel.
clarification_policy scenario for inventory on excel.
null
inventory
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
55e5194693abdee4acb623f66674fc568a7946c774f0aa34fa4890e4114397fe
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1290", "domain": "finance_invoice", "modality": "text", "task": "workflow_creation" }
[ { "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": "$.i...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
31bd1bdce0cf907edcf0a67dcbd4f720822540b97280151e9ea2468a4db7dfd7
mssense_eval_v1_1290
mssense_controlled_balanced
workflow_creation
55e5194693abdee4acb623f66674fc568a7946c774f0aa34fa4890e4114397fe
Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité api.
workflow_creation scenario for finance_invoice on api.
null
finance_invoice
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
e089e532b2cacc6014f872d3e4af5f354b8f4fc2300c25bc3668b286c5f0c6e3
easy
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
INVALID
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1291", "domain": "hr_onboarding", "modality": "text", "task": "semantic_judgment" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main", "value": "${ctx.missing_value}" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
d53e908e5070e365e0ddad61bdfced533841c1d1bc3afbdc0604ddb585fad292
mssense_eval_v1_1291
mssense_controlled_balanced
semantic_judgment
e089e532b2cacc6014f872d3e4af5f354b8f4fc2300c25bc3668b286c5f0c6e3
Juger si le workflow hr_onboarding est complet, cohérent et exécutable.
semantic_judgment scenario for hr_onboarding on mail.
null
hr_onboarding
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
de70f23ee4e71f9bb6755110492830c4a948cc4683b8e4afdcbd48507e03f88d
easy
true
null
[]
INVALID
[ "MISSING_PRECONDITION" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1292", "domain": "crm_update", "modality": "text", "task": "semantic_judgment" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/crm_update" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle précondition doit être vérifiée avant cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structu...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
d8c3d9cf63873a5f11e40f373e9266f4cffabae78da1cd95a884bc54956567ef
mssense_eval_v1_1292
mssense_controlled_balanced
semantic_judgment
de70f23ee4e71f9bb6755110492830c4a948cc4683b8e4afdcbd48507e03f88d
Juger si le workflow crm_update est complet, cohérent et exécutable.
semantic_judgment scenario for crm_update on web.
null
crm_update
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1293", "domain": "procurement", "modality": "text", "task": "workflow_creation" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
51ffbb3fa9210e66f926332d8d106f311f2eb7133fac4c73dab9f088ba87773e
mssense_eval_v1_1293
mssense_controlled_balanced
workflow_creation
5666078d6b17b102275b6d8c67f2da875b23331824337ab9712445b7c272c0ea
Créer un workflow procurement à partir d’une intention utilisateur en modalité desktop.
workflow_creation scenario for procurement on desktop.
null
procurement
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
d480d8fa020c4708948f4fa6634f2f11ea0eb90df5d409b65423b7354545d152
easy
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1294", "domain": "support_ticket", "modality": "demo", "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": "${ctx.reference}" }, { "action": "LeftClick", ...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_stru...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
c5f4e091b65d48123afddc11bb9dc99a3255611eee637477b8007489c780981b
mssense_eval_v1_1294
mssense_controlled_balanced
visual_grounding_governance
d480d8fa020c4708948f4fa6634f2f11ea0eb90df5d409b65423b7354545d152
Valider le LAT avec grounding visuel et politique de gouvernance pour support_ticket.
visual_grounding_governance scenario for support_ticket on web.
null
support_ticket
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
fa2030959d58a330948f36b882abfc0f8b9c966610c176927761f46b7b7e513f
hard
true
null
[]
INVALID
[ "INCONSISTENT_FLOW" ]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1295", "domain": "logistics", "modality": "audio", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/logistics" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "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" }
5a4798d3b2e01b663de90f49ce226b248ad7b0e9d382794029430a466d2d7e91
mssense_eval_v1_1295
mssense_controlled_balanced
lat_audit
fa2030959d58a330948f36b882abfc0f8b9c966610c176927761f46b7b7e513f
Auditer un LAT web et détecter le problème INCONSISTENT_FLOW.
lat_audit scenario for logistics on web.
null
logistics
Quel ordre d’exécution reflète réellement le processus métier ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
api
a2c31006c77ba9a032cee5b60eab00fd008f3fc37320644e9424bd841e39fd1f
medium
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1296", "domain": "compliance", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "HttpRequest", "channel": "API_REST", "id": "s1", "outputVar": "api_response", "params": { "method": "GET", "url": "https://api.example/compliance" } }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", "params": { "path": "$.items"...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
1484d4789c5e2f9e065f82716f59650b8d2d0541147e5b00ad178c74a6600e7d
mssense_eval_v1_1296
mssense_controlled_balanced
business_rule_extraction
a2c31006c77ba9a032cee5b60eab00fd008f3fc37320644e9424bd841e39fd1f
Extraire les règles métier d’un processus compliance et les rattacher au LAT.
business_rule_extraction scenario for compliance on api.
null
compliance
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
3e6788002bd8aff700fd75eff752f633e7f9d89dbf2e4c8131f0018690d07d9b
medium
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
UNDERSTOOD
[]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-1297", "domain": "insurance_claim", "modality": "audio", "task": "modification_intent" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${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" }
895530816c6c3c725713f586e52e5bd4a3e50da5526c9305083fd810fee2d7cf
mssense_eval_v1_1297
mssense_controlled_balanced
modification_intent
3e6788002bd8aff700fd75eff752f633e7f9d89dbf2e4c8131f0018690d07d9b
Identifier l’intention de modification contrôlée pour un workflow insurance_claim.
modification_intent scenario for insurance_claim on file.
null
insurance_claim
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
web
e19363dc9ef26f3f0d38593adea124b8e2f835e2fdddb1dea19937abffdbe077
medium
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1298", "domain": "sales_ops", "modality": "text", "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": "${ctx.reference}" }, { "action": "LeftClick", "...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
56cc539b8650995829dcb3a92beae2c34f33e6c2fa3ba586ba3c7afd8aa2474d
mssense_eval_v1_1298
mssense_controlled_balanced
business_rule_extraction
e19363dc9ef26f3f0d38593adea124b8e2f835e2fdddb1dea19937abffdbe077
Extraire les règles métier d’un processus sales_ops et les rattacher au LAT.
business_rule_extraction scenario for sales_ops on web.
null
sales_ops
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
714a3d804757e108a8f204f67169e2d34a08034d9664d07042247ccda49407b7
hard
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
INVALID
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1299", "domain": "inventory", "modality": "text", "task": "semantic_judgment" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "${ctx.missing_value}" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "channel": "W...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
64210e45a2c9a582be81cace03edbe220a17014a002621bc01d81d9006f5cf29
mssense_eval_v1_1299
mssense_controlled_balanced
semantic_judgment
714a3d804757e108a8f204f67169e2d34a08034d9664d07042247ccda49407b7
Juger si le workflow inventory est complet, cohérent et exécutable.
semantic_judgment scenario for inventory on web.
null
inventory
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
57a9d58ad9fa5cef0138fd3e417b2c2102e991a23452e27f491d2734a7765390
medium
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1300", "domain": "finance_invoice", "modality": "text", "task": "workflow_creation" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
a674822082fbfabab2f8ea38ad5c8a66d996d103f76453ea3dad80a47d8ed4bd
mssense_eval_v1_1300
mssense_controlled_balanced
workflow_creation
57a9d58ad9fa5cef0138fd3e417b2c2102e991a23452e27f491d2734a7765390
Créer un workflow finance_invoice à partir d’une intention utilisateur en modalité file.
workflow_creation scenario for finance_invoice on file.
null
finance_invoice
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mail
4d29708908151bef03374d6d1c8fb6d2d4aa72a606a9c4ac7ec354460bc64f82
medium
true
null
[]
INVALID
[ "UNRESOLVED_VARIABLE" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1301", "domain": "hr_onboarding", "modality": "capture", "task": "semantic_judgment" }
[ { "action": "OpenMailbox", "channel": "MAIL", "id": "s1", "instance": "mail_main" }, { "action": "SendEmail", "channel": "MAIL", "id": "s2", "params": { "subject": "Notification", "to": "${ctx.recipient}" } } ]
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
3af7aee45b77c1a78d2e2efe8e763a2b2289819ee86f02e690a579cef6e2c9be
mssense_eval_v1_1301
mssense_controlled_balanced
semantic_judgment
4d29708908151bef03374d6d1c8fb6d2d4aa72a606a9c4ac7ec354460bc64f82
Juger si le workflow hr_onboarding est complet, cohérent et exécutable.
semantic_judgment scenario for hr_onboarding on mail.
null
hr_onboarding
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
491407c5be8d19211f817c7d52feb17f36625d2d37e8c68f06c7cdeafdf72713
medium
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1302", "domain": "crm_update", "modality": "demo", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/crm_update" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
6dcdd9ddfd2416ae4f273cdee3c65c628641dfe7bf74cd30ba0a9967cbdcbfae
mssense_eval_v1_1302
mssense_controlled_balanced
workflow_creation
491407c5be8d19211f817c7d52feb17f36625d2d37e8c68f06c7cdeafdf72713
Créer un workflow crm_update à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for crm_update on web.
null
crm_update
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
1b48c826d7eed5a37962d49fa7eef16f84fc72a65880fe5309a3f92a09384518
medium
true
null
[]
UNDERSTOOD
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-1303", "domain": "procurement", "modality": "demo", "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": "${ctx....
meta_tagged
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
83885b4d4fbe4e4390705606c8576ce25545210a244576e3ee6f0afcfe847ae7
mssense_eval_v1_1303
mssense_controlled_balanced
modification_intent
1b48c826d7eed5a37962d49fa7eef16f84fc72a65880fe5309a3f92a09384518
Identifier l’intention de modification contrôlée pour un workflow procurement.
modification_intent scenario for procurement on file.
null
procurement
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
eb6a85070c5fe131c9accc1c1900e9840919e6e7b9d6f2cace6f6c364e4ec807
hard
true
null
[]
QUESTION
[ "AMBIGUOUS_SELECTOR" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1304", "domain": "support_ticket", "modality": "capture", "task": "clarification_policy" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
meta_tagged
{ "expected_decision": "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" }
8b80bc71f713685bb32ea2f0ffdd47d59d8b1a6afcc5406d002979b1a43f7d2e
mssense_eval_v1_1304
mssense_controlled_balanced
clarification_policy
eb6a85070c5fe131c9accc1c1900e9840919e6e7b9d6f2cace6f6c364e4ec807
Déterminer si une clarification est nécessaire pour un workflow support_ticket en canal file.
clarification_policy scenario for support_ticket on file.
null
support_ticket
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
7959fd31ca8ab0e13006d71d1e9a08340eca00ba32e8115931812df8c8e27085
medium
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
INVALID
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "CONTRADICTION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1305", "domain": "logistics", "modality": "text", "task": "semantic_judgment" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "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" }
e9c6e1ff927a61ab3c24971339bcffbd9635b402d98ffc812fc62a1c03df7d11
mssense_eval_v1_1305
mssense_controlled_balanced
semantic_judgment
7959fd31ca8ab0e13006d71d1e9a08340eca00ba32e8115931812df8c8e27085
Juger si le workflow logistics est complet, cohérent et exécutable.
semantic_judgment scenario for logistics on desktop.
null
logistics
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
8b49678c37cf61aceeb19784680f606e8a0f2b2ab0f00dbd0cac5546f11b5776
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-1306", "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": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle étape préparatoire manque avant d’exécuter cette action ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_st...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
756e1fba5b7e2cdc0270cbd76447439a437bb80b805d887aaadb188451d0c6d5
mssense_eval_v1_1306
mssense_controlled_balanced
lat_audit
8b49678c37cf61aceeb19784680f606e8a0f2b2ab0f00dbd0cac5546f11b5776
Auditer un LAT web et détecter le problème PLAN_INCOMPLET.
lat_audit scenario for compliance on web.
null
compliance
Quelle étape préparatoire manque avant d’exécuter cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
9310fbd55195a48cc1eddd9c4139d25911448908590494766b8bd9c2c0f7e329
medium
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
INVALID
[ "UNRESOLVED_VARIABLE" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1307", "domain": "insurance_claim", "modality": "text", "task": "semantic_judgment" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "${ctx.missing_value}" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "channel": "W...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
8c76983b8dfad1503a84ae2ebc9bd9725643dafeb60a158381d9f9f799926259
mssense_eval_v1_1307
mssense_controlled_balanced
semantic_judgment
9310fbd55195a48cc1eddd9c4139d25911448908590494766b8bd9c2c0f7e329
Juger si le workflow insurance_claim est complet, cohérent et exécutable.
semantic_judgment scenario for insurance_claim on web.
null
insurance_claim
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
044c4cfba2cb341352f26b66390f51dd74df8f4fffb810fb43d085a5007f4613
hard
true
null
[]
QUESTION
[ "MISSING_PRECONDITION" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1308", "domain": "sales_ops", "modality": "capture", "task": "clarification_policy" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/sales_ops" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
meta_tagged
{ "expected_decision": "QUESTION", "expected_issue_types": [ "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" }
190aa080a1b5f3115bfbd1bb17b23a6fd6a049cbc219fdcb3ef6c19e3dc0de8c
mssense_eval_v1_1308
mssense_controlled_balanced
clarification_policy
044c4cfba2cb341352f26b66390f51dd74df8f4fffb810fb43d085a5007f4613
Déterminer si une clarification est nécessaire pour un workflow sales_ops en canal web.
clarification_policy scenario for sales_ops on web.
null
sales_ops
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
f6898135c5fb589a90f4db6ec22a5e074771d4c6f496f439ac9b8c43da22de0b
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-1309", "domain": "inventory", "modality": "demo", "task": "semantic_judgment" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/inventory" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
607c0501ca6271e2dbb589274f9cf980865f6e64443e8bad72b76acea0069127
mssense_eval_v1_1309
mssense_controlled_balanced
semantic_judgment
f6898135c5fb589a90f4db6ec22a5e074771d4c6f496f439ac9b8c43da22de0b
Juger si le workflow inventory est complet, cohérent et exécutable.
semantic_judgment scenario for inventory on web.
null
inventory
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
6d6e07c122dc88c2dee03270dc7a2faf0fc3b3214b245557ffda76d17c539f22
medium
true
null
[]
QUESTION
[ "AMBIGUOUS_SELECTOR" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_status": "QUESTION", "no_split": true }, "case_id": "CTRL-1310", "domain": "finance_invoice", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "QUESTION", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel sélecteur stable identifie l’élément cible sans ambiguïté ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_str...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
e4a74505d195099d4494d1081fc3a443ceeb63b7711b5d9626ee089ee38b292b
mssense_eval_v1_1310
mssense_controlled_balanced
clarification_policy
6d6e07c122dc88c2dee03270dc7a2faf0fc3b3214b245557ffda76d17c539f22
Déterminer si une clarification est nécessaire pour un workflow finance_invoice en canal desktop.
clarification_policy scenario for finance_invoice on desktop.
null
finance_invoice
Quel sélecteur stable identifie l’élément cible sans ambiguïté ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
f29c888755d7851dd6363be17a90cff3bdd75fcc37d66b931b158a65479cf8e2
easy
true
null
[]
VALID
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1311", "domain": "hr_onboarding", "modality": "demo", "task": "workflow_creation" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
a8f6a975892b613bc3afeda45959868deec52a4096e48c09602a75d5f11fe7b8
mssense_eval_v1_1311
mssense_controlled_balanced
workflow_creation
f29c888755d7851dd6363be17a90cff3bdd75fcc37d66b931b158a65479cf8e2
Créer un workflow hr_onboarding à partir d’une intention utilisateur en modalité excel.
workflow_creation scenario for hr_onboarding on excel.
null
hr_onboarding
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
fed8c0d3b197b88c217934cd1ef0aafe3b2924fbdbfc0b58d41b6988732f2479
easy
true
null
[]
INVALID
[ "AMBIGUOUS_SELECTOR" ]
mixed
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "AMBIGUITE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1312", "domain": "crm_update", "modality": "mixed", "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": "${ctx.reference}" }, { "action": "LeftClick", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "AMBIGUOUS_SELECTOR" ], "expected_question": "Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance",...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
22c807d9888a62e24a7e1c0e2b11eb75cdf231a6035b98de6cf3cf143fd1676e
mssense_eval_v1_1312
mssense_controlled_balanced
lat_audit
fed8c0d3b197b88c217934cd1ef0aafe3b2924fbdbfc0b58d41b6988732f2479
Auditer un LAT web et détecter le problème AMBIGUITE.
lat_audit scenario for crm_update on web.
null
crm_update
Quel élément exact doit être ciblé et par quel libellé ou identifiant stable ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
78aeb5e09d1b01b0245b0ada0be6a86ed3da2e39b26eb27f19e53d1af660fa20
easy
true
null
[ "Priorité à la règle de seuil", "Priorité à la règle d’exception", "Demander validation manager" ]
INVALID
[ "INCONSISTENT_FLOW" ]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "CONTRADICTION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1313", "domain": "procurement", "modality": "text", "task": "lat_audit" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevan...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
c14f9e492dbce1a26268e545240c982c87e7f0df3bc5ab4ab29d26bdf66f254c
mssense_eval_v1_1313
mssense_controlled_balanced
lat_audit
78aeb5e09d1b01b0245b0ada0be6a86ed3da2e39b26eb27f19e53d1af660fa20
Auditer un LAT file et détecter le problème CONTRADICTION.
lat_audit scenario for procurement on file.
null
procurement
Quelle règle doit prévaloir lorsque les deux conditions métier sont incompatibles ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704
medium
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1314", "domain": "support_ticket", "modality": "text", "task": "workflow_creation" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
f02184db75328495abed9d3e126af247c9b29c74c140065c2fcfdaec0e7855f9
mssense_eval_v1_1314
mssense_controlled_balanced
workflow_creation
8606542aaa78f163c10f355ca5ed18693a4f546b144c4a7cfc3523fbd291f704
Créer un workflow support_ticket à partir d’une intention utilisateur en modalité excel.
workflow_creation scenario for support_ticket on excel.
null
support_ticket
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
3c32fadecbfd8f1268a324498baea2beb8a098027751b342b642f81c379d1a2c
hard
true
null
[ "Valeur saisie utilisateur", "Variable de contexte", "Valeur lue depuis fichier" ]
INVALID
[ "UNRESOLVED_VARIABLE" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "VARIABLE_MANQUANTE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1315", "domain": "logistics", "modality": "capture", "task": "lat_audit" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" }, "value": "${ctx.missing_value}" }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "Cust...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
1b371dacb9371ae2439ba4a7fa5e305fff28f273118e21d20634b6ecc5f3dea2
mssense_eval_v1_1315
mssense_controlled_balanced
lat_audit
3c32fadecbfd8f1268a324498baea2beb8a098027751b342b642f81c379d1a2c
Auditer un LAT desktop et détecter le problème VARIABLE_MANQUANTE.
lat_audit scenario for logistics on desktop.
null
logistics
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
e0f053de8a5d1e7edfa9d367a7dd3ed8a5e97f6b6333b82d0cf8ccc67741f2c2
easy
true
null
[]
UNDERSTOOD
[]
demo
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-1316", "domain": "compliance", "modality": "demo", "task": "modification_intent" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
meta_tagged
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
12a74108fb6d2ea07be58f30a9bd4a433516db14bb6ae5cf9ff122b4f8f944db
mssense_eval_v1_1316
mssense_controlled_balanced
modification_intent
e0f053de8a5d1e7edfa9d367a7dd3ed8a5e97f6b6333b82d0cf8ccc67741f2c2
Identifier l’intention de modification contrôlée pour un workflow compliance.
modification_intent scenario for compliance on excel.
null
compliance
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
excel
f51e38b616b748bc4877f937041d5fc22c8be33860b3dce1472a0cc2cd09d861
medium
true
null
[]
INVALID
[ "UNRESOLVED_VARIABLE" ]
capture
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1317", "domain": "insurance_claim", "modality": "capture", "task": "semantic_judgment" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
077c2989389304836f9a9b1d7a1f86f785c95c1be353dc33ac1dad627a6c1992
mssense_eval_v1_1317
mssense_controlled_balanced
semantic_judgment
f51e38b616b748bc4877f937041d5fc22c8be33860b3dce1472a0cc2cd09d861
Juger si le workflow insurance_claim est complet, cohérent et exécutable.
semantic_judgment scenario for insurance_claim on excel.
null
insurance_claim
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
74dfe36fe74badd5e16e22bb4591924bac0ce22c3730d31155456b194a79bd0b
medium
true
null
[]
VALID
[]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1318", "domain": "sales_ops", "modality": "audio", "task": "workflow_creation" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/sales_ops" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", "...
meta_tagged
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
21056ae258f526db9eef8cc61ed7d199d62434a8ff8dc80c2c79c5ff7aed8ff8
mssense_eval_v1_1318
mssense_controlled_balanced
workflow_creation
74dfe36fe74badd5e16e22bb4591924bac0ce22c3730d31155456b194a79bd0b
Créer un workflow sales_ops à partir d’une intention utilisateur en modalité web.
workflow_creation scenario for sales_ops on web.
null
sales_ops
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
mixed
94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136
easy
true
null
[]
UNDERSTOOD
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-1319", "domain": "inventory", "modality": "text", "task": "clarification_policy" }
[ { "action": "OpenWorkbook", "channel": "EXCEL", "id": "s1", "instance": "workbook_main", "params": { "filePath": "${ctx.workbook_path}" } }, { "action": "ReadWorksheetRange", "channel": "EXCEL", "id": "s2", "outputVar": "rows", "params": { "range": "A1:D20...
real_artefact
{ "expected_decision": "UNDERSTOOD", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
ed34555b720d2b8cef3bcfe36903b5f87c5bb2f0d3791ebe2c50127f088b2dc3
mssense_eval_v1_1319
mssense_controlled_balanced
clarification_policy
94a8b0833d67c0c298bf077ac8694b7d9701fb55f13e5705c28d8da95cc68136
Déterminer si une clarification est nécessaire pour un workflow inventory en canal mixed.
clarification_policy scenario for inventory on mixed.
null
inventory
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "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
03bde72e470946c317979ea25255caeada02a0687a316b7f25ceb4f2f6bdbe65
easy
true
null
[]
VALID
[]
text
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1320", "domain": "finance_invoice", "modality": "text", "task": "business_rule_extraction" }
[ { "action": "OpenConnection", "channel": "DATABASE", "id": "s1", "instance": "db_main" }, { "action": "ExecuteQuery", "channel": "DATABASE", "id": "s2", "outputVar": "records", "params": { "query": "select * from records" } } ]
real_artefact
{ "expected_decision": "VALID", "expected_issue_types": [], "expected_question": null, "expected_statuses": [], "required_checks": [ "decision_match", "lat_structure_validity", "business_rule_consistency" ] }
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
a447ff9433b5ad4fc5d15d291d09f22e9784235e6d273490fbf327f06bdf7013
mssense_eval_v1_1320
mssense_controlled_balanced
business_rule_extraction
03bde72e470946c317979ea25255caeada02a0687a316b7f25ceb4f2f6bdbe65
Extraire les règles métier d’un processus finance_invoice et les rattacher au LAT.
business_rule_extraction scenario for finance_invoice on database.
null
finance_invoice
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
fc19ab68c62a19151d5d2a95c73ea128f43d703cba7598e636a99afe66a4cad4
easy
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-1321", "domain": "hr_onboarding", "modality": "audio", "task": "clarification_policy" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/hr_onboarding" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
meta_tagged
{ "expected_decision": "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" }
00a99a9259d82d17882af2328f807fa5b9fe011411ff9c568ca3a3c200dad0ad
mssense_eval_v1_1321
mssense_controlled_balanced
clarification_policy
fc19ab68c62a19151d5d2a95c73ea128f43d703cba7598e636a99afe66a4cad4
Déterminer si une clarification est nécessaire pour un workflow hr_onboarding en canal web.
clarification_policy scenario for hr_onboarding on web.
null
hr_onboarding
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
desktop
bfb58ba55b1955ffa291269fc746f041024b8163237356912008ce22f43227bc
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-1322", "domain": "crm_update", "modality": "text", "task": "semantic_judgment" }
[ { "action": "OpenApplication", "channel": "DESKTOP_UIA", "id": "s1", "instance": "desktop_main", "params": { "applicationPath": "${ctx.app_path}" } }, { "action": "SetText", "channel": "DESKTOP_UIA", "id": "s2", "selector": "CustomerName", "value": "${ctx.custom...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "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" }
e7923a61357e4dbfe9a580e99f56de83901bde1548107ca1be8f7475359e7528
mssense_eval_v1_1322
mssense_controlled_balanced
semantic_judgment
bfb58ba55b1955ffa291269fc746f041024b8163237356912008ce22f43227bc
Juger si le workflow crm_update est complet, cohérent et exécutable.
semantic_judgment scenario for crm_update on desktop.
null
crm_update
Quelle étape préparatoire manque avant d’exécuter cette action ?
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-1323", "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": "${ctx.missing_value}" }, { "action": "ParseJson", "channel": "API_REST", "id": "s2", ...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle valeur ou variable doit être fournie pour compléter l’étape ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
d84c09103ddde64f2e0651e10baf5daf87e0393e67fd3e2be31454ba252875f3
mssense_eval_v1_1323
mssense_controlled_balanced
lat_audit
63743f8e8130aeaa27ce0b6d05538adffb59d5de5add8dffc0ee0730cbf843a7
Auditer un LAT api et détecter le problème VARIABLE_MANQUANTE.
lat_audit scenario for procurement on api.
null
procurement
Quelle valeur ou variable doit être fournie pour compléter l’étape ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
web
73aa84d49c1cbefa9317b8f77ab81df724afb40922b24a0b3b25cab721b08be8
easy
true
null
[]
INVALID
[ "MISSING_PRECONDITION" ]
audio
{ "assertions": { "evaluation_only": true, "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_status": "INVALID", "no_split": true }, "case_id": "CTRL-1324", "domain": "support_ticket", "modality": "audio", "task": "lat_audit" }
[ { "action": "NavigateTo", "channel": "WEB_DOM", "id": "s1", "value": "https://portal.example/support_ticket" }, { "action": "TypeInto", "channel": "WEB_DOM", "id": "s2", "selector": "//input[@name='reference']", "value": "${ctx.reference}" }, { "action": "LeftClick", ...
meta_tagged
{ "expected_decision": "INVALID", "expected_issue_types": [ "MISSING_PRECONDITION" ], "expected_question": "Quelle 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" }
fe3ac115427e6a0730f6fc5a5b7793410778ce1f3c634ce47d6e156ba1a586ed
mssense_eval_v1_1324
mssense_controlled_balanced
lat_audit
73aa84d49c1cbefa9317b8f77ab81df724afb40922b24a0b3b25cab721b08be8
Auditer un LAT web et détecter le problème MISSING_PRECONDITION.
lat_audit scenario for support_ticket on web.
null
support_ticket
Quelle précondition doit être vérifiée avant cette action ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
api
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-1325", "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": "$.items",...
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "UNRESOLVED_VARIABLE" ], "expected_question": "Quelle est la source de la variable non résolue ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_structure_validity...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
7ac830b5b9914d1b887854ea657d04b2f353bcd87a056f52d026cdd226740232
mssense_eval_v1_1325
mssense_controlled_balanced
lat_audit
aa36b0538a3889a680beb6ec482c44c6d443f7052b4c4b3607fa81ebf567926f
Auditer un LAT api et détecter le problème UNRESOLVED_VARIABLE.
lat_audit scenario for logistics on api.
null
logistics
Quelle est la source de la variable non résolue ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[ { "description": "For each row in the source dataset, execute the target action.", "id": "br1", "lat_step_ids": [ "s1", "s2" ], "type": "LOOP" }, { "description": "If amount exceeds threshold, require approval before submission.", "id": "br2", "lat_step_ids": [ ...
file
c9f11e3b9bec8d8c21ca481843bc6b212800c8abf56ec22048bb40ce325db5cd
easy
true
null
[]
VALID
[]
mixed
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "VALID", "no_split": true }, "case_id": "CTRL-1326", "domain": "compliance", "modality": "mixed", "task": "business_rule_extraction" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${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" }
c37f656632ce2a70c740ad496fd35b10587db7b6a0bcd7de53d2a98222424ec5
mssense_eval_v1_1326
mssense_controlled_balanced
business_rule_extraction
c9f11e3b9bec8d8c21ca481843bc6b212800c8abf56ec22048bb40ce325db5cd
Extraire les règles métier d’un processus compliance et les rattacher au LAT.
business_rule_extraction scenario for compliance on file.
null
compliance
null
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
26dd1354cc9bd9b48ea2563dabb2ca62765357cb5df4622c2f34817ef349623e
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-1327", "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": "${ctx....
real_artefact
{ "expected_decision": "INVALID", "expected_issue_types": [ "INCONSISTENT_FLOW" ], "expected_question": "Quel ordre d’exécution reflète réellement le processus métier ?", "expected_statuses": [], "required_checks": [ "decision_match", "issue_type_match", "question_relevance", "lat_struct...
{ "block": "controlled-balanced", "seed": 20260605, "source": "controlled_generation" }
9a7f0521e6b627ed1db17ee5e221bc0a1603281c2c6fd01ec4351c02da6b4220
mssense_eval_v1_1327
mssense_controlled_balanced
semantic_judgment
26dd1354cc9bd9b48ea2563dabb2ca62765357cb5df4622c2f34817ef349623e
Juger si le workflow insurance_claim est complet, cohérent et exécutable.
semantic_judgment scenario for insurance_claim on file.
null
insurance_claim
Quel ordre d’exécution reflète réellement le processus métier ?
null
null
null
null
[ "content_hash" ]
1.1-eval
[]
file
409744f8842d9923f7be353c23d761fe9a0b04d9a622ffed0b697991c7ce6d12
easy
true
null
[]
UNDERSTOOD
[]
mixed
{ "assertions": { "evaluation_only": true, "expected_issue_types": [], "expected_status": "UNDERSTOOD", "no_split": true }, "case_id": "CTRL-1328", "domain": "sales_ops", "modality": "mixed", "task": "clarification_policy" }
[ { "action": "ReadTextFile", "channel": "FILE_IO", "id": "s1", "outputVar": "file_text", "params": { "path": "${ctx.input_file}" } }, { "action": "WriteTextFile", "channel": "FILE_IO", "id": "s2", "params": { "content": "${ctx.file_text}", "path": "${ctx....
real_artefact
{ "expected_decision": "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" }
07c9e9990ba1fd5e1c1863f357852507d1f5e7e7f5caab8654757c3ef03f2889
mssense_eval_v1_1328
mssense_controlled_balanced
clarification_policy
409744f8842d9923f7be353c23d761fe9a0b04d9a622ffed0b697991c7ce6d12
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
null
null
null
null
null