Triple

T35183281
Position Surface form Disambiguated ID Type / Status
Subject Loniu Passage E1015911 entity
Predicate hasEthnicGroupInVicinity P139568 FINISHED
Object Loniu people
The Loniu people are an indigenous ethnic group of Papua New Guinea, traditionally living in coastal communities and known for their distinct Austronesian language and maritime culture.
 E2296440 NE FINISHED

How this triple was built (3 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: Loniu people | Statement: [Loniu Passage, hasEthnicGroupInVicinity, Loniu people]
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: Loniu people
Triple: [Loniu Passage, hasEthnicGroupInVicinity, Loniu people]
Generated description
The Loniu people are an indigenous ethnic group of Papua New Guinea, traditionally living in coastal communities and known for their distinct Austronesian language and maritime culture.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasEthnicGroupInVicinity
Context triple: [Loniu Passage, hasEthnicGroupInVicinity, Loniu people]
  • A. nearEthnicGroup chosen
    Indicates that one entity is located geographically close to an ethnic group.
  • B. mayBelongToEthnicGroup
    Indicates that an entity is possibly, but not certainly, a member of a specified ethnic group.
  • C. containedEthnicGroup
    Indicates that one entity (typically a larger group, region, or population) includes or encompasses a particular ethnic group within it.
  • D. holderEthnicity
    Indicates the ethnic background or group to which the holder of something (e.g., a document, account, or item) belongs.
  • E. commonInEthnicGroup
    Indicates that something (such as a trait, condition, or characteristic) occurs with notable frequency within a specified ethnic group.
  • F. None of above.

Provenance (6 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_69f76ddd815c8190b822eea06630f9fb completed May 3, 2026, 3:46 p.m.
NER Named-entity recognition batch_69fcdf2394748190b35cead3e208447d completed May 7, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a82766aa6e08190bd3a40370423ca7d completed Aug. 17, 2026, 2:48 a.m.
NEDg Description generation batch_6a8276f97de08190a435870236d8de31 completed Aug. 17, 2026, 2:50 a.m.
NED2 Entity disambiguation (via description) batch_6a827754ff348190a0e0e07a31065bbb completed Aug. 17, 2026, 2:52 a.m.
PD Predicate disambiguation batch_69fcdbe344ec8190a0471911952f4b82 completed May 7, 2026, 6:37 p.m.
Created at: May 3, 2026, 4:02 p.m.