Triple

T9269256
Position Surface form Disambiguated ID Type / Status
Subject Angas E222780 entity
Predicate usedByEthnicGroup P4709 FINISHED
Object Ngas people
The Ngas people are an ethnic group primarily found in Plateau State, central Nigeria, known for their rich cultural traditions, farming practices, and Chadic language.
 E788794 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: Ngas people | Statement: [Angas, usedByEthnicGroup, Ngas people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngas people
Context triple: [Angas, usedByEthnicGroup, Ngas people]
  • A. Bininj people
    The Bininj people are an Aboriginal Australian group from western Arnhem Land in the Northern Territory, known for their rich cultural traditions, rock art, and deep connection to their ancestral lands.
  • B. Awabakal people
    The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
  • C. Wardaman people
    The Wardaman people are an Aboriginal Australian group from the Northern Territory, renowned for their rich rock art, oral traditions, and deep cultural connection to their ancestral lands southwest of Katherine.
  • D. Darumbal people
    The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
  • E. Ngadjuri people
    The Ngadjuri people are an Aboriginal Australian group whose traditional lands lie in the mid-north of South Australia, including areas around the Barossa Valley and Clare regions.
  • 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: Ngas people
Triple: [Angas, usedByEthnicGroup, Ngas people]
Generated description
The Ngas people are an ethnic group primarily found in Plateau State, central Nigeria, known for their rich cultural traditions, farming practices, and Chadic language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngas people
Target entity description: The Ngas people are an ethnic group primarily found in Plateau State, central Nigeria, known for their rich cultural traditions, farming practices, and Chadic language.
  • A. Bininj people
    The Bininj people are an Aboriginal Australian group from western Arnhem Land in the Northern Territory, known for their rich cultural traditions, rock art, and deep connection to their ancestral lands.
  • B. Awabakal people
    The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
  • C. Wardaman people
    The Wardaman people are an Aboriginal Australian group from the Northern Territory, renowned for their rich rock art, oral traditions, and deep cultural connection to their ancestral lands southwest of Katherine.
  • D. Darumbal people
    The Darumbal people are an Aboriginal Australian group whose ancestral lands encompass the Rockhampton region and surrounding areas of central Queensland.
  • E. Ngadjuri people
    The Ngadjuri people are an Aboriginal Australian group whose traditional lands lie in the mid-north of South Australia, including areas around the Barossa Valley and Clare regions.
  • 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_69ca841ffe208190aa7bcffbef2f8379 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd074ef7408190b213c09491918132 completed April 1, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09c2239a08190b954c8c57ced8fd2 completed April 4, 2026, 5:05 a.m.
NEDg Description generation batch_69d09cf11e488190b61f4a61002454e6 completed April 4, 2026, 5:09 a.m.
NED2 Entity disambiguation (via description) batch_69d09e2450048190b5aa31507e54d6c8 completed April 4, 2026, 5:14 a.m.
Created at: March 30, 2026, 7:33 p.m.