Triple

T4221820
Position Surface form Disambiguated ID Type / Status
Subject Ongan languages E94356 entity
Predicate spokenBy P2181 FINISHED
Object Ongan peoples
Ongan peoples are indigenous communities of the Andaman Islands in the Indian Ocean, known for their distinct hunter-gatherer culture and use of the Ongan language family.
E444410 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: Ongan peoples | Statement: [Ongan languages, spokenBy, Ongan peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ongan peoples
Context triple: [Ongan languages, spokenBy, Ongan peoples]
  • A. Osing people
    The Osing people are an indigenous ethnic group of eastern Java, Indonesia, known for their distinct language, culture, and traditions that blend Javanese and Balinese influences.
  • B. Khoe peoples
    Khoe peoples are indigenous ethnic groups of southern Africa known for their distinct cultural traditions and historical pastoralist lifestyles.
  • C. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • D. Birpai people
    The Birpai people are an Aboriginal Australian group traditionally associated with the mid-north coast of New South Wales, particularly around the Port Macquarie region.
  • E. Annang people
    The Annang people are an ethnic group of southeastern Nigeria, culturally and linguistically related to the Ibibio-Efik cluster and known for rich oral traditions, art, and communal social structures.
  • 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: Ongan peoples
Triple: [Ongan languages, spokenBy, Ongan peoples]
Generated description
Ongan peoples are indigenous communities of the Andaman Islands in the Indian Ocean, known for their distinct hunter-gatherer culture and use of the Ongan language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ongan peoples
Target entity description: Ongan peoples are indigenous communities of the Andaman Islands in the Indian Ocean, known for their distinct hunter-gatherer culture and use of the Ongan language family.
  • A. Osing people
    The Osing people are an indigenous ethnic group of eastern Java, Indonesia, known for their distinct language, culture, and traditions that blend Javanese and Balinese influences.
  • B. Khoe peoples
    Khoe peoples are indigenous ethnic groups of southern Africa known for their distinct cultural traditions and historical pastoralist lifestyles.
  • C. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • D. Birpai people
    The Birpai people are an Aboriginal Australian group traditionally associated with the mid-north coast of New South Wales, particularly around the Port Macquarie region.
  • E. Annang people
    The Annang people are an ethnic group of southeastern Nigeria, culturally and linguistically related to the Ibibio-Efik cluster and known for rich oral traditions, art, and communal social structures.
  • 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_69b3451997e08190851db4a9a588837d completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b34e0e06d881908e3aa8ef1a90c010 completed March 12, 2026, 11:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69b6509a86a081908435094d0e80e9f4 completed March 15, 2026, 6:24 a.m.
NEDg Description generation batch_69b65471a96c81908003c6acd8969e6d completed March 15, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69b6552508cc81909ed1d5afb300fcb2 completed March 15, 2026, 6:43 a.m.
Created at: March 12, 2026, 11:04 p.m.