Triple

T21607567
Position Surface form Disambiguated ID Type / Status
Subject Keapara language E533216 entity
Predicate spokenBy P2181 FINISHED
Object Keapara people
The Keapara people are an indigenous community of Papua New Guinea known for their coastal village life, traditional fishing practices, and distinct cultural heritage.
E1566068 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: Keapara people | Statement: [Keapara language, spokenBy, Keapara people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keapara people
Context triple: [Keapara language, spokenBy, Keapara people]
  • A. Nuaulu people
    The Nuaulu people are an indigenous Austronesian ethnic group of central Seram Island in Indonesia, known for their traditional animist beliefs, distinctive red headcloths, and customary longhouse-based village organization.
  • B. Kapingamarangi people
    The Kapingamarangi people are a Polynesian ethnic group native to the atoll of Kapingamarangi in the Federated States of Micronesia, known for their distinct culture, seafaring traditions, and Polynesian outlier heritage.
  • C. Tama people
    The Tama people are an ethnic group of Central Africa, primarily living in eastern Chad and western Sudan, known for speaking a Nilo-Saharan language and practicing agro-pastoralism.
  • D. Mapun people
    The Mapun people are an indigenous ethnolinguistic group of the southern Philippines, primarily inhabiting Mapun (Cagayan de Sulu) Island in Tawi-Tawi and known for their distinct Austronesian culture and maritime traditions.
  • E. Piikani people
    The Piikani people are a First Nations group of the Blackfoot Confederacy traditionally based in the northern Great Plains of what is now Alberta and Montana, known for their rich cultural heritage, language, and history as buffalo-hunting Plains Indigenous peoples.
  • 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: Keapara people
Triple: [Keapara language, spokenBy, Keapara people]
Generated description
The Keapara people are an indigenous community of Papua New Guinea known for their coastal village life, traditional fishing practices, and distinct cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keapara people
Target entity description: The Keapara people are an indigenous community of Papua New Guinea known for their coastal village life, traditional fishing practices, and distinct cultural heritage.
  • A. Nuaulu people
    The Nuaulu people are an indigenous Austronesian ethnic group of central Seram Island in Indonesia, known for their traditional animist beliefs, distinctive red headcloths, and customary longhouse-based village organization.
  • B. Kapingamarangi people
    The Kapingamarangi people are a Polynesian ethnic group native to the atoll of Kapingamarangi in the Federated States of Micronesia, known for their distinct culture, seafaring traditions, and Polynesian outlier heritage.
  • C. Tama people
    The Tama people are an ethnic group of Central Africa, primarily living in eastern Chad and western Sudan, known for speaking a Nilo-Saharan language and practicing agro-pastoralism.
  • D. Mapun people
    The Mapun people are an indigenous ethnolinguistic group of the southern Philippines, primarily inhabiting Mapun (Cagayan de Sulu) Island in Tawi-Tawi and known for their distinct Austronesian culture and maritime traditions.
  • E. Piikani people
    The Piikani people are a First Nations group of the Blackfoot Confederacy traditionally based in the northern Great Plains of what is now Alberta and Montana, known for their rich cultural heritage, language, and history as buffalo-hunting Plains Indigenous peoples.
  • 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_69e0c46364608190a337dc8720dc2a35 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef17e6378881908678dc903b8ba6ac completed April 27, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf28c6374819099ff8ca38085d7d3 completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bf7935b088190b0b8098ee877302f completed May 19, 2026, 5:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0bf7f426b88190b3b6897b116b7809 completed May 19, 2026, 5:41 a.m.
Created at: April 16, 2026, 6:33 p.m.