Triple

T19020871
Position Surface form Disambiguated ID Type / Status
Subject Rehamna Province E465480 entity
Predicate borderingRegion P17964 FINISHED
Object Khouribga Province NE NERFINISHED

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: Khouribga Province | Statement: [Rehamna Province, borderingRegion, Khouribga Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khouribga Province
Context triple: [Rehamna Province, borderingRegion, Khouribga Province]
  • A. 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.
  • B. Berrechid Province
    Berrechid Province is an administrative division in the Casablanca-Settat region of Morocco, known for its rapidly growing urban and industrial areas.
  • C. Taourirt Province
    Taourirt Province is an administrative division in northeastern Morocco known for its strategic location as a transport hub within the Oriental Region.
  • D. 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.
  • E. Sidi Kacem Province
    Sidi Kacem Province is an administrative region in northwestern Morocco known for its agricultural activities and the city of Sidi Kacem as its capital.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khouribga Province
Target entity description: Khouribga Province is an administrative division in central Morocco known for its significant phosphate mining industry and role in the country’s mineral economy.
  • A. 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.
  • B. Berrechid Province
    Berrechid Province is an administrative division in the Casablanca-Settat region of Morocco, known for its rapidly growing urban and industrial areas.
  • C. Taourirt Province
    Taourirt Province is an administrative division in northeastern Morocco known for its strategic location as a transport hub within the Oriental Region.
  • D. 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.
  • E. Sidi Kacem Province
    Sidi Kacem Province is an administrative region in northwestern Morocco known for its agricultural activities and the city of Sidi Kacem as its capital.
  • F. None of above. chosen

Provenance (2 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_69d8dd025c188190a1d81f5b4ec7e2c6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d6de93408190a98dea2319f1af62 completed April 20, 2026, 7:33 a.m.
Created at: April 10, 2026, 12:02 p.m.