Triple

T3922925
Position Surface form Disambiguated ID Type / Status
Subject M’zab region E93202 entity
Predicate foundedBy P104 FINISHED
Object Ibadi Berbers
Ibadi Berbers are a North African Berber Muslim community adhering to the Ibadi branch of Islam, known for their distinctive religious traditions, communal organization, and historic settlements in desert oases.
E6842 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: Ibadi Berbers | Statement: [M’zab region, foundedBy, Ibadi Berbers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ibadi Berbers
Context triple: [M’zab region, foundedBy, Ibadi Berbers]
  • A. Berbers
    The Berbers, or Amazigh, are an indigenous ethnic group of North Africa with their own distinct languages and cultural traditions, predating Arab and Islamic influences in the region.
  • B. Hassaniya-speaking Moors
    Hassaniya-speaking Moors are an Arab-Berber ethno-linguistic group of the western Sahara and Sahel whose identity is closely tied to the Hassaniya Arabic dialect and a historically nomadic, desert-based culture.
  • C. Muslim Moors
    Muslim Moors are a Muslim ethnic community of Arab and local descent primarily found in Sri Lanka, historically known for their role in trade and cultural exchange.
  • D. Hadramites
    The Hadramites were an ancient people of the Hadramawt region in southern Arabia, known for their participation in the incense trade and their distinctive South Arabian culture and kingdom.
  • E. Sami people
    The Sami people are an Indigenous Finno-Ugric ethnic group of northern Fennoscandia, traditionally known for reindeer herding, fishing, and a distinct language and culture spanning Norway, Sweden, Finland, and Russia.
  • 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: Ibadi Berbers
Triple: [M’zab region, foundedBy, Ibadi Berbers]
Generated description
Ibadi Berbers are a North African Berber Muslim community adhering to the Ibadi branch of Islam, known for their distinctive religious traditions, communal organization, and historic settlements in desert oases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ibadi Berbers
Target entity description: Ibadi Berbers are a North African Berber Muslim community adhering to the Ibadi branch of Islam, known for their distinctive religious traditions, communal organization, and historic settlements in desert oases.
  • A. Berbers chosen
    The Berbers, or Amazigh, are an indigenous ethnic group of North Africa with their own distinct languages and cultural traditions, predating Arab and Islamic influences in the region.
  • B. Hassaniya-speaking Moors
    Hassaniya-speaking Moors are an Arab-Berber ethno-linguistic group of the western Sahara and Sahel whose identity is closely tied to the Hassaniya Arabic dialect and a historically nomadic, desert-based culture.
  • C. Muslim Moors
    Muslim Moors are a Muslim ethnic community of Arab and local descent primarily found in Sri Lanka, historically known for their role in trade and cultural exchange.
  • D. Hadramites
    The Hadramites were an ancient people of the Hadramawt region in southern Arabia, known for their participation in the incense trade and their distinctive South Arabian culture and kingdom.
  • E. Sami people
    The Sami people are an Indigenous Finno-Ugric ethnic group of northern Fennoscandia, traditionally known for reindeer herding, fishing, and a distinct language and culture spanning Norway, Sweden, Finland, and Russia.
  • F. None of above.

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_69aed96bfa1081908f7b30f2c647dee6 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeed7c2c848190a6d62e2df9b942d4 completed March 9, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b52870268881908463e30c11cda797 completed March 14, 2026, 9:20 a.m.
NEDg Description generation batch_69b52c3d0c0481909e869cf88e3f8a9d completed March 14, 2026, 9:37 a.m.
NED2 Entity disambiguation (via description) batch_69b52cb30f5c819095ac6e101a14b880 completed March 14, 2026, 9:38 a.m.
Created at: March 9, 2026, 3:22 p.m.