Triple

T3258776
Position Surface form Disambiguated ID Type / Status
Subject Jukun people E68360 entity
Predicate neighboringGroups P5965 FINISHED
Object Chamba people
The Chamba people are an ethnic group of Central and West Africa, primarily found in eastern Nigeria and northwestern Cameroon, known for their distinct language, traditional religious practices, and rich artistic heritage.
E341600 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: Chamba people | Statement: [Jukun people, neighboringGroups, Chamba people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chamba people
Context triple: [Jukun people, neighboringGroups, Chamba people]
  • A. Potohari people
    The Potohari people are an Indo-Aryan ethnic group native to Pakistan’s Potohar Plateau, known for their distinct Potohari language and shared cultural traditions within the broader Punjabi cultural sphere.
  • B. Rabha people
    The Rabha people are an indigenous ethnic community of Northeast India, primarily inhabiting Assam and Meghalaya, known for their distinct Tibeto-Burman language, traditional agrarian lifestyle, and rich folk culture.
  • C. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • D. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • E. Chol people
    The Chol people are a Mayan indigenous group of southern Mexico known for their distinct Mayan language, traditional agriculture, and rich cultural and religious practices.
  • 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: Chamba people
Triple: [Jukun people, neighboringGroups, Chamba people]
Generated description
The Chamba people are an ethnic group of Central and West Africa, primarily found in eastern Nigeria and northwestern Cameroon, known for their distinct language, traditional religious practices, and rich artistic heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chamba people
Target entity description: The Chamba people are an ethnic group of Central and West Africa, primarily found in eastern Nigeria and northwestern Cameroon, known for their distinct language, traditional religious practices, and rich artistic heritage.
  • A. Potohari people
    The Potohari people are an Indo-Aryan ethnic group native to Pakistan’s Potohar Plateau, known for their distinct Potohari language and shared cultural traditions within the broader Punjabi cultural sphere.
  • B. Rabha people
    The Rabha people are an indigenous ethnic community of Northeast India, primarily inhabiting Assam and Meghalaya, known for their distinct Tibeto-Burman language, traditional agrarian lifestyle, and rich folk culture.
  • C. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • D. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • E. Chol people
    The Chol people are a Mayan indigenous group of southern Mexico known for their distinct Mayan language, traditional agriculture, and rich cultural and religious practices.
  • 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adafa4f40c81909adfd0f7f568e3ce completed March 8, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28ed941cc81909c35853e793d6ce5 completed March 12, 2026, 10 a.m.
NEDg Description generation batch_69b2900805d08190afbda5ee5e984b71 completed March 12, 2026, 10:06 a.m.
NED2 Entity disambiguation (via description) batch_69b2ac4c52d48190a87b1e535c2e8a37 completed March 12, 2026, 12:06 p.m.
Created at: March 8, 2026, 3:09 p.m.