Triple

T13114507
Position Surface form Disambiguated ID Type / Status
Subject Tchambuli society E311058 entity
Predicate hasAlternativeName P39 FINISHED
Object Chambuli people
The Chambuli people are an indigenous group from Papua New Guinea, traditionally known for their distinctive gender roles and social organization documented by anthropologist Margaret Mead.
E1265584 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: Chambuli people | Statement: [Tchambuli society, hasAlternativeName, Chambuli people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chambuli people
Context triple: [Tchambuli society, hasAlternativeName, Chambuli people]
  • A. 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.
  • B. Chopi people
    The Chopi people are a Bantu ethnic group of southern Mozambique known for their rich musical traditions, especially complex xylophone (timbila) orchestras and accompanying dance and poetry.
  • C. Thungutti people
    The Thungutti people are an Aboriginal Australian group traditionally associated with the mid-north coast and tablelands region of New South Wales, known for their rich cultural heritage and enduring connection to their ancestral lands.
  • D. Gaambera people
    The Gaambera people are an Aboriginal Australian group traditionally connected to the north-west Kimberley region of Western Australia, with deep cultural, spiritual, and historical ties to its lands and waters.
  • E. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • 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: Chambuli people
Triple: [Tchambuli society, hasAlternativeName, Chambuli people]
Generated description
The Chambuli people are an indigenous group from Papua New Guinea, traditionally known for their distinctive gender roles and social organization documented by anthropologist Margaret Mead.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chambuli people
Target entity description: The Chambuli people are an indigenous group from Papua New Guinea, traditionally known for their distinctive gender roles and social organization documented by anthropologist Margaret Mead.
  • A. 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.
  • B. Chopi people
    The Chopi people are a Bantu ethnic group of southern Mozambique known for their rich musical traditions, especially complex xylophone (timbila) orchestras and accompanying dance and poetry.
  • C. Thungutti people
    The Thungutti people are an Aboriginal Australian group traditionally associated with the mid-north coast and tablelands region of New South Wales, known for their rich cultural heritage and enduring connection to their ancestral lands.
  • D. Gaambera people
    The Gaambera people are an Aboriginal Australian group traditionally connected to the north-west Kimberley region of Western Australia, with deep cultural, spiritual, and historical ties to its lands and waters.
  • E. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98180b6ac8190ae5a1f7c1480bd54 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a019fd56d0c8190a48cf8a47290d9ff completed May 11, 2026, 9:22 a.m.
NEDg Description generation batch_6a01a078ae4881909ee0e192032909fd completed May 11, 2026, 9:25 a.m.
NED2 Entity disambiguation (via description) batch_6a01a0d9e5348190931ee4df49563ea5 completed May 11, 2026, 9:26 a.m.
Created at: April 9, 2026, 9:06 p.m.