Triple

T17038857
Position Surface form Disambiguated ID Type / Status
Subject Greater Casablanca E413389 entity
Predicate borderedBy P224 FINISHED
Object Chaouia-Ouardigha
Chaouia-Ouardigha is a former administrative region of Morocco located in the northwestern part of the country, known for its agricultural plains and proximity to Casablanca.
E1245863 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: Chaouia-Ouardigha | Statement: [Greater Casablanca, borderedBy, Chaouia-Ouardigha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chaouia-Ouardigha
Context triple: [Greater Casablanca, borderedBy, Chaouia-Ouardigha]
  • A. Chaouïa
    Chaouïa is another name for the Shawiya language, a Berber (Amazigh) language spoken primarily in the Aurès region of northeastern Algeria.
  • B. Chtouka Aït Baha Province
    Chtouka Aït Baha Province is an administrative province in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
  • C. Boumerdès Province
    Boumerdès Province is a coastal administrative region in northern Algeria known for its Mediterranean shoreline, seismic activity, and mixed Arab-Kabyle population.
  • D. Taourirt Province
    Taourirt Province is an administrative division in northeastern Morocco known for its strategic location as a transport hub within the Oriental Region.
  • E. Sidi Bel Abbès Province
    Sidi Bel Abbès Province is an administrative region in northwestern Algeria known for its agricultural activities and the city of Sidi Bel Abbès as its capital.
  • 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: Chaouia-Ouardigha
Triple: [Greater Casablanca, borderedBy, Chaouia-Ouardigha]
Generated description
Chaouia-Ouardigha is a former administrative region of Morocco located in the northwestern part of the country, known for its agricultural plains and proximity to Casablanca.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chaouia-Ouardigha
Target entity description: Chaouia-Ouardigha is a former administrative region of Morocco located in the northwestern part of the country, known for its agricultural plains and proximity to Casablanca.
  • A. Chaouïa
    Chaouïa is another name for the Shawiya language, a Berber (Amazigh) language spoken primarily in the Aurès region of northeastern Algeria.
  • B. Chtouka Aït Baha Province
    Chtouka Aït Baha Province is an administrative province in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
  • C. Boumerdès Province
    Boumerdès Province is a coastal administrative region in northern Algeria known for its Mediterranean shoreline, seismic activity, and mixed Arab-Kabyle population.
  • D. Taourirt Province
    Taourirt Province is an administrative division in northeastern Morocco known for its strategic location as a transport hub within the Oriental Region.
  • E. Sidi Bel Abbès Province
    Sidi Bel Abbès Province is an administrative region in northwestern Algeria known for its agricultural activities and the city of Sidi Bel Abbès as its capital.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f45f84819092cfb27cc33da026 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b5ceb048190a7f6cf2361360f90 completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011c13076c8190970abfb0e2d3a13c completed May 11, 2026, midnight
NED2 Entity disambiguation (via description) batch_6a011c8afb608190b51c7a4c9ccaa0a5 completed May 11, 2026, 12:02 a.m.
Created at: April 10, 2026, 5:33 a.m.