Triple

T7367880
Position Surface form Disambiguated ID Type / Status
Subject Shawiya E169916 entity
Predicate partOf P40 FINISHED
Object North African Berber populations E6842 NE FINISHED

How this triple was built (2 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: North African Berber populations | Statement: [Shawiya, partOf, North African Berber populations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North African Berber populations
Context triple: [Shawiya, partOf, North African Berber populations]
  • A. Mozabite Berber
    Mozabite Berber is a Zenati Berber language spoken primarily by the Ibadi Mozabite community in Algeria’s M’zab region.
  • B. 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.
  • C. Afro-Arubans
    Afro-Arubans are Aruban citizens of predominantly African descent whose culture blends African heritage with Dutch Caribbean and Latin American influences.
  • D. Amazigh linguistic continuum
    The Amazigh linguistic continuum is a group of closely related Berber (Amazigh) languages and dialects spoken across North Africa that form a gradual spectrum of mutual intelligibility rather than sharply distinct languages.
  • E. Romanized North Africans
    Romanized North Africans were indigenous peoples of North Africa who had adopted Roman language, culture, and institutions under the Roman Empire before later undergoing Islamization.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c68a5ade988190885b7175f63b7534 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f17fe278819094eb1dd886583c6a completed March 27, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c802bfaa10819083ab3137dbdeefb6 completed March 28, 2026, 4:33 p.m.
Created at: March 27, 2026, 3:07 p.m.