Triple

T6668561
Position Surface form Disambiguated ID Type / Status
Subject Chenoua E151666 entity
Predicate spokenBy P2181 FINISHED
Object 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.
E618828 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: Chenoua people | Statement: [Chenoua, spokenBy, Chenoua people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chenoua people
Context triple: [Chenoua, spokenBy, Chenoua people]
  • A. Siwa Berber
    Siwa Berber is a Berber (Amazigh) language spoken primarily in Egypt’s Siwa Oasis, known for its unique features within the Berber language family and its relative isolation from other Amazigh-speaking communities.
  • B. 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.
  • C. Marghi people
    The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
  • D. Tuareg
    The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
  • E. Saho people
    The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
  • 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: Chenoua people
Triple: [Chenoua, spokenBy, Chenoua people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chenoua people
Target entity description: 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.
  • A. Siwa Berber
    Siwa Berber is a Berber (Amazigh) language spoken primarily in Egypt’s Siwa Oasis, known for its unique features within the Berber language family and its relative isolation from other Amazigh-speaking communities.
  • B. 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.
  • C. Marghi people
    The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
  • D. Tuareg
    The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
  • E. Saho people
    The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
  • 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_69c687f71fc081909dbd45d6377f6045 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0c4a8e48190aa3b2e41902d2f86 completed March 27, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71290084081909f23126c63d2d2ab completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c7136dd06c8190b94dc7d577e087b1 completed March 27, 2026, 11:31 p.m.
NED2 Entity disambiguation (via description) batch_69c71426bb7c81908aeab3d17eda382e completed March 27, 2026, 11:35 p.m.
Created at: March 27, 2026, 2:02 p.m.