Triple

T4139625
Position Surface form Disambiguated ID Type / Status
Subject Casablanca-Settat E89239 entity
Predicate containsUrbanAreas P11388 FINISHED
Object Casablanca metropolitan area E413389 NE FINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Casablanca metropolitan area | Statement: [Casablanca-Settat, containsUrbanAreas, Casablanca metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Casablanca metropolitan area
Context triple: [Casablanca-Settat, containsUrbanAreas, Casablanca metropolitan area]
  • A. Bern metropolitan area
    The Bern metropolitan area is the urban region centered around Switzerland’s federal city of Bern, encompassing its surrounding suburbs and commuter towns as a key political and economic hub.
  • B. Lebanon metropolitan area
    The Lebanon metropolitan area is a small urban and suburban region in south-central Pennsylvania centered on the city of Lebanon and its surrounding communities.
  • C. Casablanca city center
    Casablanca city center is the bustling commercial and cultural heart of Morocco’s largest city, known for its mix of modern architecture, historic landmarks, and vibrant urban life.
  • D. Greater Casablanca chosen
    Greater Casablanca was a former administrative region of Morocco centered on the city of Casablanca, serving as a major economic and urban hub of the country.
  • E. Casablanca, Morocco
    Casablanca, Morocco is the country’s largest city and economic hub, known for its major Atlantic port, modern business district, and blend of French colonial and Moroccan architecture.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: containsUrbanAreas
Context triple: [Casablanca-Settat, containsUrbanAreas, Casablanca metropolitan area]
  • A. containsUrbanArea chosen
    Indicates that a geographic region fully or partially encompasses an urbanized area within its boundaries.
  • B. formsUrbanAreaWith
    Indicates that two or more settlements are geographically and functionally connected so that together they constitute a single continuous urban area.
  • C. withinUrbanArea
    Indicates that one entity is located inside the spatial boundaries of an urban area associated with another entity.
  • D. isUrbanized
    Indicates that a place or area has been developed with dense human settlement, infrastructure, and built environment characteristic of a city or town.
  • E. hasUrbanAreaApprox
    Indicates an approximate measure or estimate of the size or extent of an entity’s urban area.
  • F. None of above.

Provenance (4 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69aed95785788190ae75bcf0cd1cafdf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af03a0f3408190adba7a8513bd3d12 completed March 9, 2026, 5:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b589e13e5881909c52e04875afc542 completed March 14, 2026, 4:16 p.m.
PD Predicate disambiguation batch_69af018a54848190987f18c066c75068 completed March 9, 2026, 5:21 p.m.
Created at: March 9, 2026, 3:43 p.m.