Triple

T19291546
Position Surface form Disambiguated ID Type / Status
Subject Inezgane-Aït Melloul Prefecture E482454 entity
Predicate contains P35 FINISHED
Object Oulad Dahou
Oulad Dahou is a locality in southern Morocco situated within the Inezgane-Aït Melloul Prefecture near the Agadir metropolitan area.
E1370025 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: Oulad Dahou | Statement: [Inezgane-Aït Melloul Prefecture, contains, Oulad Dahou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oulad Dahou
Context triple: [Inezgane-Aït Melloul Prefecture, contains, Oulad Dahou]
  • A. Oulad Teima
    Oulad Teima is a town in southwestern Morocco known for its agricultural activity and location within the Souss-Massa region.
  • B. Oulad Berhil
    Oulad Berhil is a small town in southwestern Morocco known for its traditional architecture and location in the fertile Souss valley.
  • C. Oulad Ayyad
    Oulad Ayyad is a town located within Safi Province in the Marrakesh-Safi region of western Morocco.
  • D. Ouled Yahia Khadrouch
    Ouled Yahia Khadrouch is a town and commune located in Jijel Province in northeastern Algeria.
  • E. Oulad Sidi Chiker
    Oulad Sidi Chiker is a rural commune and small town located in Safi Province in the Marrakesh–Safi region of western Morocco.
  • 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: Oulad Dahou
Triple: [Inezgane-Aït Melloul Prefecture, contains, Oulad Dahou]
Generated description
Oulad Dahou is a locality in southern Morocco situated within the Inezgane-Aït Melloul Prefecture near the Agadir metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oulad Dahou
Target entity description: Oulad Dahou is a locality in southern Morocco situated within the Inezgane-Aït Melloul Prefecture near the Agadir metropolitan area.
  • A. Oulad Teima
    Oulad Teima is a town in southwestern Morocco known for its agricultural activity and location within the Souss-Massa region.
  • B. Oulad Berhil
    Oulad Berhil is a small town in southwestern Morocco known for its traditional architecture and location in the fertile Souss valley.
  • C. Oulad Ayyad
    Oulad Ayyad is a town located within Safi Province in the Marrakesh-Safi region of western Morocco.
  • D. Ouled Yahia Khadrouch
    Ouled Yahia Khadrouch is a town and commune located in Jijel Province in northeastern Algeria.
  • E. Oulad Sidi Chiker
    Oulad Sidi Chiker is a rural commune and small town located in Safi Province in the Marrakesh–Safi region of western Morocco.
  • 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_69d8e8cf61b0819096fe3e4107827c4e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fc05c9dc8190846b279f82ae0fa3 completed April 20, 2026, 10:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a071bd02ad48190b6115695a19ecb42 completed May 15, 2026, 1:12 p.m.
NEDg Description generation batch_6a071c49618c8190ab31476bcc5aab10 completed May 15, 2026, 1:14 p.m.
NED2 Entity disambiguation (via description) batch_6a071cb4a8d0819087747464bb88e459 completed May 15, 2026, 1:16 p.m.
Created at: April 10, 2026, 1:31 p.m.