Triple

T6564547
Position Surface form Disambiguated ID Type / Status
Subject Apma E153868 entity
Predicate spokenByEthnicGroup P17311 FINISHED
Object Apma people
The Apma people are an indigenous ethnic group of Vanuatu, primarily residing on Pentecost Island and known for their distinct Apma language and traditional cultural practices.
E655278 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: Apma people | Statement: [Apma, spokenByEthnicGroup, Apma people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apma people
Context triple: [Apma, spokenByEthnicGroup, Apma people]
  • A. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • B. Pokomo people
    The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
  • 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. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • E. Atsugewi people
    The Atsugewi people are a Native American group traditionally living in the northeastern region of what is now California, known for their distinct language, basketry, and close relationship with the Pit River environment.
  • 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: Apma people
Triple: [Apma, spokenByEthnicGroup, Apma people]
Generated description
The Apma people are an indigenous ethnic group of Vanuatu, primarily residing on Pentecost Island and known for their distinct Apma language and traditional cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Apma people
Target entity description: The Apma people are an indigenous ethnic group of Vanuatu, primarily residing on Pentecost Island and known for their distinct Apma language and traditional cultural practices.
  • A. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • B. Pokomo people
    The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
  • 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. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • E. Atsugewi people
    The Atsugewi people are a Native American group traditionally living in the northeastern region of what is now California, known for their distinct language, basketry, and close relationship with the Pit River environment.
  • 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae3b9ec8819080f3052556d95810 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e4f308048190a5c42022e3f9e855 completed March 28, 2026, 2:25 p.m.
NEDg Description generation batch_69c7e58bcc908190b4260b1adfb1629d completed March 28, 2026, 2:28 p.m.
NED2 Entity disambiguation (via description) batch_69c7e67d64748190a4b5765a06413fd6 completed March 28, 2026, 2:32 p.m.
Created at: March 27, 2026, 1:52 p.m.