Triple

T7237284
Position Surface form Disambiguated ID Type / Status
Subject Riffian Berber E155261 entity
Predicate subfamily P4180 FINISHED
Object Northern Berber E159521 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: Northern Berber | Statement: [Riffian Berber, subfamily, Northern Berber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northern Berber
Context triple: [Riffian Berber, subfamily, Northern Berber]
  • A. Northern Berber chosen
    Northern Berber is a major branch of the Berber (Amazigh) languages spoken across North Africa, encompassing varieties such as Kabyle and forming part of the Afroasiatic language family.
  • B. Riffian Berber
    Riffian Berber is a Northern Berber language spoken primarily by the Riffian people in the Rif region of northern Morocco.
  • C. Eastern Berber
    Eastern Berber is a branch of the Berber (Amazigh) languages spoken in parts of North Africa, particularly in eastern Algeria and western Libya.
  • D. Berber languages
    The Berber languages are a group of closely related Afroasiatic languages traditionally spoken by the Indigenous Amazigh peoples of North Africa, particularly in countries such as Morocco, Algeria, Libya, and Tunisia.
  • E. Amazigh
    Amazigh are the Indigenous Berber peoples of North Africa, known for their distinct languages, culture, and historical presence across the Maghreb and Sahara regions.
  • 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_69c688143bfc81908d4176617735e601 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea355e888190a97de097158933ca completed March 27, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc381a4081909a8ea7ee02348328 completed March 28, 2026, 12:40 p.m.
Created at: March 27, 2026, 2:55 p.m.