Triple

T18631586
Position Surface form Disambiguated ID Type / Status
Subject Austronesian expansion E455430 entity
Predicate associatedSubgroup P53577 FINISHED
Object Malayo-Polynesian languages NE NERFINISHED

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: Malayo-Polynesian languages | Statement: [Austronesian expansion, associatedSubgroup, Malayo-Polynesian languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malayo-Polynesian languages
Context triple: [Austronesian expansion, associatedSubgroup, Malayo-Polynesian languages]
  • A. Malayo-Polynesian languages chosen
    Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
  • B. Eastern Malayo-Polynesian languages
    Eastern Malayo-Polynesian languages are a major branch of the Austronesian language family spoken primarily in eastern Indonesia, Melanesia, Micronesia, and Polynesia.
  • C. Western Malayo-Polynesian languages
    Western Malayo-Polynesian languages are a major subgroup of the Austronesian language family spoken primarily in western Island Southeast Asia and parts of mainland Asia, including languages such as Tagalog, Javanese, and Malay.
  • D. Austronesian languages
    Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
  • E. Proto-Malayo-Polynesian language
    Proto-Malayo-Polynesian is the reconstructed ancestral language from which the Malayo-Polynesian branch of the Austronesian language family is believed to have descended.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: associatedSubgroup
Context triple: [Austronesian expansion, associatedSubgroup, Malayo-Polynesian languages]
  • A. revealedAsSubgroupOf
    Indicates that one group has been newly identified or exposed as being a subgroup or subset of another group.
  • B. usesSubgroup
    Indicates that one entity employs, incorporates, or operates through a specific subgroup of another entity or system.
  • C. sharesSubgroupWith
    Indicates that two entities belong to at least one common subgroup within a larger grouping or classification.
  • D. subgroupCategory chosen
    Indicates that one category functions as a more specific subgroup within the scope of another, broader category.
  • E. notableSubgroup
    Indicates that one group forms a particularly significant or noteworthy subset within a larger group.
  • F. None of above.

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_69d8d38cc7948190a55ea64e5638994e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54fc4c5648190b771e9b080e98c15 completed April 19, 2026, 9:57 p.m.
PD Predicate disambiguation batch_69e478d4a7948190a4bb9223bb5dddfc completed April 19, 2026, 6:40 a.m.
Created at: April 10, 2026, 11:46 a.m.