Triple

T21667119
Position Surface form Disambiguated ID Type / Status
Subject Manuvu languages E534751 entity
Predicate spokenBy P2181 FINISHED
Object Manuvu people
The Manuvu people are an indigenous ethnic group of Mindanao in the southern Philippines, known for their distinct Austronesian language varieties and traditional upland farming culture.
 E1571735 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: Manuvu people | Statement: [Manuvu languages, spokenBy, Manuvu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manuvu people
Context triple: [Manuvu languages, spokenBy, Manuvu people]
  • A. Nukumanu people
    The Nukumanu people are an indigenous Polynesian community inhabiting the Nukumanu Atoll in Papua New Guinea, known for their seafaring traditions, distinct language, and lagoon-based subsistence lifestyle.
  • B. Makasae people
    The Makasae people are an indigenous ethnic group of eastern Timor, known for their distinct Papuan-related language and traditional agrarian, village-based culture.
  • C. 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.
  • D. Nasioi people
    The Nasioi people are an indigenous ethnic group of Bougainville in Papua New Guinea, known for their distinct Austronesian language and traditional subsistence farming culture.
  • E. Taumako people
    The Taumako people are a Polynesian community from the Duff Islands in the Solomon Islands, known for preserving traditional navigation and canoe-building practices.
  • 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: Manuvu people
Triple: [Manuvu languages, spokenBy, Manuvu people]
Generated description
The Manuvu people are an indigenous ethnic group of Mindanao in the southern Philippines, known for their distinct Austronesian language varieties and traditional upland farming culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manuvu people
Target entity description: The Manuvu people are an indigenous ethnic group of Mindanao in the southern Philippines, known for their distinct Austronesian language varieties and traditional upland farming culture.
  • A. Nukumanu people
    The Nukumanu people are an indigenous Polynesian community inhabiting the Nukumanu Atoll in Papua New Guinea, known for their seafaring traditions, distinct language, and lagoon-based subsistence lifestyle.
  • B. Makasae people
    The Makasae people are an indigenous ethnic group of eastern Timor, known for their distinct Papuan-related language and traditional agrarian, village-based culture.
  • C. 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.
  • D. Nasioi people
    The Nasioi people are an indigenous ethnic group of Bougainville in Papua New Guinea, known for their distinct Austronesian language and traditional subsistence farming culture.
  • E. Taumako people
    The Taumako people are a Polynesian community from the Duff Islands in the Solomon Islands, known for preserving traditional navigation and canoe-building practices.
  • 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_69e0c46898008190aa618a4af55bd1ee completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c0cf6208190a8bd9fa423c65a40 completed April 27, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23c937f88190bf9b00fb5b2907f5 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271d8fc48190a818c73660218022 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c2951a718819088c1c7d8435586ec completed May 19, 2026, 9:11 a.m.
Created at: April 16, 2026, 6:37 p.m.