Triple

T19521925
Position Surface form Disambiguated ID Type / Status
Subject Rif tribes E488421 entity
Predicate hasSubgroup P747 FINISHED
Object Ait Ouriaghel
Ait Ouriaghel is a prominent Amazigh (Berber) tribal group from Morocco’s Rif region, historically noted for its resistance to colonial rule.
 E1395155 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: Ait Ouriaghel | Statement: [Rif tribes, hasSubgroup, Ait Ouriaghel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ait Ouriaghel
Context triple: [Rif tribes, hasSubgroup, Ait Ouriaghel]
  • A. Bouzeguene
    Bouzeguene is a town and commune in northern Algeria, situated in the Kabylie region within Tizi Ouzou Province.
  • B. Boussif Ouled Askeur
    Boussif Ouled Askeur is a town and commune located in northeastern Algeria within the coastal Jijel Province.
  • C. Aïn Asserdoun
    Aïn Asserdoun is a renowned natural spring and scenic waterfall area near Beni Mellal in central Morocco, celebrated for its lush landscapes and touristic appeal.
  • D. Aourir
    Aourir is a small coastal town in southwestern Morocco, known for its banana plantations and proximity to the surf beaches near Agadir.
  • E. Seddouk
    Seddouk is a town and commune in northern Algeria, located in the Kabylie region within Béjaïa Province.
  • 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: Ait Ouriaghel
Triple: [Rif tribes, hasSubgroup, Ait Ouriaghel]
Generated description
Ait Ouriaghel is a prominent Amazigh (Berber) tribal group from Morocco’s Rif region, historically noted for its resistance to colonial rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ait Ouriaghel
Target entity description: Ait Ouriaghel is a prominent Amazigh (Berber) tribal group from Morocco’s Rif region, historically noted for its resistance to colonial rule.
  • A. Bouzeguene
    Bouzeguene is a town and commune in northern Algeria, situated in the Kabylie region within Tizi Ouzou Province.
  • B. Boussif Ouled Askeur
    Boussif Ouled Askeur is a town and commune located in northeastern Algeria within the coastal Jijel Province.
  • C. Aïn Asserdoun
    Aïn Asserdoun is a renowned natural spring and scenic waterfall area near Beni Mellal in central Morocco, celebrated for its lush landscapes and touristic appeal.
  • D. Aourir
    Aourir is a small coastal town in southwestern Morocco, known for its banana plantations and proximity to the surf beaches near Agadir.
  • E. Seddouk
    Seddouk is a town and commune in northern Algeria, located in the Kabylie region within Béjaïa Province.
  • 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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e635a0b37c8190b70b7427c2e85f59 completed April 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c4e296e0819094b49185e64e5da0 completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c63f0c1081908e0d9b12c5247299 completed May 16, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_6a07c6b768cc819097b07fcaaa800d6d completed May 16, 2026, 1:21 a.m.
Created at: April 10, 2026, 1:40 p.m.