Triple

T10345252
Position Surface form Disambiguated ID Type / Status
Subject Skhirat E243727 entity
Predicate partOf P40 FINISHED
Object Skhirat-Témara prefecture
Skhirat-Témara prefecture is an administrative division in northwestern Morocco, located near the capital Rabat and encompassing coastal and suburban areas.
 E872692 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: Skhirat-Témara prefecture | Statement: [Skhirat, partOf, Skhirat-Témara prefecture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Skhirat-Témara prefecture
Context triple: [Skhirat, partOf, Skhirat-Témara prefecture]
  • 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. Tinghir Province
    Tinghir Province is an administrative division in eastern Morocco known for its dramatic desert landscapes, palm oases, and the Todra Gorge.
  • C. Khénifra Province
    Khénifra Province is an administrative division in central Morocco known for its mountainous landscapes, Amazigh (Berber) culture, and forests within the Middle Atlas region.
  • D. Tiznit Province
    Tiznit Province is an administrative division in southern Morocco known for its historic walled city of Tiznit and its traditional silver jewelry craftsmanship.
  • E. Errachidia Province
    Errachidia Province is an administrative region in eastern Morocco known for its desert landscapes, including the famous Erg Chebbi sand dunes near Merzouga.
  • 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: Skhirat-Témara prefecture
Triple: [Skhirat, partOf, Skhirat-Témara prefecture]
Generated description
Skhirat-Témara prefecture is an administrative division in northwestern Morocco, located near the capital Rabat and encompassing coastal and suburban areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Skhirat-Témara prefecture
Target entity description: Skhirat-Témara prefecture is an administrative division in northwestern Morocco, located near the capital Rabat and encompassing coastal and suburban areas.
  • 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. Tinghir Province
    Tinghir Province is an administrative division in eastern Morocco known for its dramatic desert landscapes, palm oases, and the Todra Gorge.
  • C. Khénifra Province
    Khénifra Province is an administrative division in central Morocco known for its mountainous landscapes, Amazigh (Berber) culture, and forests within the Middle Atlas region.
  • D. Tiznit Province
    Tiznit Province is an administrative division in southern Morocco known for its historic walled city of Tiznit and its traditional silver jewelry craftsmanship.
  • E. Errachidia Province
    Errachidia Province is an administrative region in eastern Morocco known for its desert landscapes, including the famous Erg Chebbi sand dunes near Merzouga.
  • 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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e923e3d08190971073ce41ff860f completed April 7, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d94aec37288190bd9060ba39ec4df2 completed April 10, 2026, 7:09 p.m.
NEDg Description generation batch_69d94c6fa9ac8190819a399754d2bd15 completed April 10, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69d953440a508190a50d1897cdbeba03 completed April 10, 2026, 7:45 p.m.
Created at: April 6, 2026, 11:56 a.m.