Triple

T4112596
Position Surface form Disambiguated ID Type / Status
Subject Casablanca Cathedral E90209 entity
Predicate region P40 FINISHED
Object Greater Casablanca
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.
 E413389 NE FINISHED

How this triple was built (4 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: Greater Casablanca | Statement: [Casablanca Cathedral, region, Greater Casablanca]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Greater Casablanca
Context triple: [Casablanca Cathedral, region, Greater Casablanca]
  • A. Beni Mellal
    Beni Mellal is a major city in central Morocco known for its agricultural importance and its location at the foot of the Middle Atlas mountains.
  • B. Souk El Had
    Souk El Had is a large traditional market in Agadir, Morocco, known for its wide variety of local goods, produce, crafts, and textiles.
  • C. Cité El Khadra
    Cité El Khadra is a residential and administrative neighborhood in the city of Tunis, Tunisia.
  • D. Medina of Salé
    The Medina of Salé is a historic walled old town in northwestern Morocco, known for its traditional architecture, markets, and role as a former corsair stronghold opposite Rabat.
  • E. Hamina
    Hamina is a coastal town and municipality in southeastern Finland known for its historic star-shaped fortress and strategic location on the Gulf of Finland.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Greater Casablanca
Triple: [Casablanca Cathedral, region, Greater Casablanca]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Greater Casablanca
Target entity description: 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.
  • A. Beni Mellal
    Beni Mellal is a major city in central Morocco known for its agricultural importance and its location at the foot of the Middle Atlas mountains.
  • B. Souk El Had
    Souk El Had is a large traditional market in Agadir, Morocco, known for its wide variety of local goods, produce, crafts, and textiles.
  • C. Cité El Khadra
    Cité El Khadra is a residential and administrative neighborhood in the city of Tunis, Tunisia.
  • D. Medina of Salé
    The Medina of Salé is a historic walled old town in northwestern Morocco, known for its traditional architecture, markets, and role as a former corsair stronghold opposite Rabat.
  • E. Hamina
    Hamina is a coastal town and municipality in southeastern Finland known for its historic star-shaped fortress and strategic location on the Gulf of Finland.
  • F. None of above. chosen

Provenance (5 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_69aed95c080881908125e30c5dcdc6f8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01decd808190b4e5a5f76b090b0a completed March 9, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b8adc748190be7b34ff37ae3618 completed March 14, 2026, 2:07 p.m.
NEDg Description generation batch_69b56ca404d88190aad31ec27229cd40 completed March 14, 2026, 2:11 p.m.
NED2 Entity disambiguation (via description) batch_69b56d908f3481908ff2c703983e84e3 completed March 14, 2026, 2:15 p.m.
Created at: March 9, 2026, 3:41 p.m.