Triple

T6786929
Position Surface form Disambiguated ID Type / Status
Subject North New Guinea linkage E155829 entity
Predicate hasResearchField P934 FINISHED
Object Austronesian historical linguistics E138030 NE FINISHED

How this triple was built (2 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: Austronesian historical linguistics | Statement: [North New Guinea linkage, hasResearchField, Austronesian historical linguistics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Austronesian historical linguistics
Context triple: [North New Guinea linkage, hasResearchField, Austronesian historical linguistics]
  • A. Austronesian linguistics chosen
    Austronesian linguistics is the branch of linguistics that studies the structure, history, and classification of the Austronesian language family, one of the world’s largest and most geographically widespread language groups.
  • B. Austronesian Languages (book)
    Austronesian Languages is a comprehensive scholarly book by linguist Robert Blust that surveys the history, structure, and classification of the Austronesian language family.
  • C. Lexicon of Proto Austronesian
    Lexicon of Proto Austronesian is a comprehensive scholarly reference work reconstructing the vocabulary of the ancestral Austronesian language, authored by linguist Robert Blust.
  • D. Proto-Austronesian
    Proto-Austronesian is the reconstructed common ancestor of the Austronesian language family, from which languages such as Javanese, Tagalog, and Malay are derived.
  • E. Nuclear Malayo-Polynesian languages
    Nuclear Malayo-Polynesian languages are a major subgroup of the Austronesian language family comprising numerous related languages spoken across much of Island Southeast Asia and the Pacific.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c6881770fc8190972b2906390380f5 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2907d0081908291aad66048b8b1 completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723cc35cc8190b5affdfd363171ba completed March 28, 2026, 12:41 a.m.
Created at: March 27, 2026, 2:14 p.m.