Triple

T7405254
Position Surface form Disambiguated ID Type / Status
Subject Senhadja de Srair language E170853 entity
Predicate spokenBy P2181 FINISHED
Object Senhadja de Srair people
The Senhadja de Srair people are an Amazigh (Berber) ethnic group from the Rif region of northern Morocco, known for their distinct cultural traditions and their own Zenati Berber language.
E668010 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: Senhadja de Srair people | Statement: [Senhadja de Srair language, spokenBy, Senhadja de Srair people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Senhadja de Srair people
Context triple: [Senhadja de Srair language, spokenBy, Senhadja de Srair people]
  • A. Chenoua people
    The Chenoua people are an indigenous Berber (Amazigh) ethnic group of northern Algeria, traditionally inhabiting the Mount Chenoua region and preserving their own distinct language and cultural practices.
  • B. Naharra people
    The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
  • C. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • D. Shawiya people
    The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
  • E. Sabine people
    The Sabine people were an ancient Italic tribe of central Italy, closely associated with early Roman history and culture.
  • 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: Senhadja de Srair people
Triple: [Senhadja de Srair language, spokenBy, Senhadja de Srair people]
Generated description
The Senhadja de Srair people are an Amazigh (Berber) ethnic group from the Rif region of northern Morocco, known for their distinct cultural traditions and their own Zenati Berber language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Senhadja de Srair people
Target entity description: The Senhadja de Srair people are an Amazigh (Berber) ethnic group from the Rif region of northern Morocco, known for their distinct cultural traditions and their own Zenati Berber language.
  • A. Chenoua people
    The Chenoua people are an indigenous Berber (Amazigh) ethnic group of northern Algeria, traditionally inhabiting the Mount Chenoua region and preserving their own distinct language and cultural practices.
  • B. Naharra people
    The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
  • C. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • D. Shawiya people
    The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
  • E. Sabine people
    The Sabine people were an ancient Italic tribe of central Italy, closely associated with early Roman history and culture.
  • 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_69c68a6010108190925e5284de022660 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f271f1d481909a46d50b13b51a62 completed March 27, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c4dc1c08190876eb0e70f387b77 completed March 28, 2026, 8:38 p.m.
NEDg Description generation batch_69c83db6b58c8190a57e52437486f593 completed March 28, 2026, 8:44 p.m.
NED2 Entity disambiguation (via description) batch_69c83f0398288190809ba5cf3962310b completed March 28, 2026, 8:50 p.m.
Created at: March 27, 2026, 3:10 p.m.