Triple

T29878000
Position Surface form Disambiguated ID Type / Status
Subject Ahaggar Tamahaq E758793 entity
Predicate isSpokenTraditionally P80383 FINISHED
Object by nomadic and semi-nomadic groups LITERAL 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: by nomadic and semi-nomadic groups | Statement: [Ahaggar Tamahaq, isSpokenTraditionally, by nomadic and semi-nomadic groups]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isSpokenTraditionally
Context triple: [Ahaggar Tamahaq, isSpokenTraditionally, by nomadic and semi-nomadic groups]
  • A. hasTraditionalDialect
    Indicates that an entity possesses or is associated with a traditional form or variety of a language or dialect.
  • B. isSpoken chosen
    Indicates that a language or utterance is produced orally by a speaker or used in spoken form within a given context.
  • C. isSpokenAs
    Indicates that one entity is used as the spoken or verbal form of another entity (e.g., a word, name, or phrase).
  • D. isSpokenLanguage
    Indicates that a language is used primarily for oral communication by speakers, as opposed to being only written or symbolic.
  • E. isSpokenAlong
    Indicates that something (typically a language or dialect) is used or spoken in the regions or areas that follow a particular path, boundary, or route.
  • F. None of above.

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_69f2245d0d7081909e37ee328542bcd7 completed April 29, 2026, 3:31 p.m.
NER Named-entity recognition batch_69f676caee048190952d49763046a768 completed May 2, 2026, 10:12 p.m.
PD Predicate disambiguation batch_69f66ac32b60819092290b2de35988d3 completed May 2, 2026, 9:21 p.m.
Created at: April 29, 2026, 5:56 p.m.