Triple

T15100363
Position Surface form Disambiguated ID Type / Status
Subject Sanhaja E360646 entity
Predicate descendants P10101 FINISHED
Object Zenaga people
The Zenaga people are a Berber ethnic group of Mauritania and Senegal known for preserving the nearly extinct Zenaga language and a distinct Islamic scholarly tradition.
E1136639 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: Zenaga people | Statement: [Sanhaja, descendants, Zenaga people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zenaga people
Context triple: [Sanhaja, descendants, Zenaga 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. Ghomara people
    The Ghomara people are an indigenous Berber ethnic group from northern Morocco, traditionally inhabiting the Rif region and known for their distinct cultural practices and language.
  • C. Siwi people
    The Siwi people are an Amazigh (Berber) ethnic group indigenous to Egypt’s Siwa Oasis, known for their distinct Siwi language and unique oasis-based culture.
  • D. Zaza people
    The Zaza people are an ethnic group primarily inhabiting eastern Turkey, known for their distinct Zazaki language and cultural traditions separate from neighboring Kurdish and Turkish populations.
  • E. Zanaki people
    The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
  • 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: Zenaga people
Triple: [Sanhaja, descendants, Zenaga people]
Generated description
The Zenaga people are a Berber ethnic group of Mauritania and Senegal known for preserving the nearly extinct Zenaga language and a distinct Islamic scholarly tradition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zenaga people
Target entity description: The Zenaga people are a Berber ethnic group of Mauritania and Senegal known for preserving the nearly extinct Zenaga language and a distinct Islamic scholarly tradition.
  • 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. Ghomara people
    The Ghomara people are an indigenous Berber ethnic group from northern Morocco, traditionally inhabiting the Rif region and known for their distinct cultural practices and language.
  • C. Siwi people
    The Siwi people are an Amazigh (Berber) ethnic group indigenous to Egypt’s Siwa Oasis, known for their distinct Siwi language and unique oasis-based culture.
  • D. Zaza people
    The Zaza people are an ethnic group primarily inhabiting eastern Turkey, known for their distinct Zazaki language and cultural traditions separate from neighboring Kurdish and Turkish populations.
  • E. Zanaki people
    The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
  • 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_69d85a035aa88190b52a139d3a1b7b6d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00550007481909e02ee1d597a4d37 completed April 15, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69feae2571f48190b73f0aecd113fed6 completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feb0be78b0819092cc9d7e8775458f completed May 9, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69feb15a575c8190b02a21449530e361 completed May 9, 2026, 4 a.m.
Created at: April 10, 2026, 3:04 a.m.