Triple

T6334347
Position Surface form Disambiguated ID Type / Status
Subject Proto-Oceanic language E142453 entity
Predicate hasDescendant P3654 FINISHED
Object Proto-Meso-Melanesian language E27405 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: Proto-Meso-Melanesian language | Statement: [Proto-Oceanic language, hasDescendant, Proto-Meso-Melanesian language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Proto-Meso-Melanesian language
Context triple: [Proto-Oceanic language, hasDescendant, Proto-Meso-Melanesian language]
  • A. Meso-Melanesian languages chosen
    The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
  • B. 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.
  • C. Proto-Polynesian language
    The Proto-Polynesian language is the reconstructed common ancestor of all Polynesian languages, from which groups like the Marquesic and Tongic branches historically developed.
  • D. 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.
  • E. Malayo-Polynesian languages
    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.
  • 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_69c008d4d8e88190ad301c05b08722ac completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06549084c8190b73fd94c9e0cb302 completed March 22, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c63864d6b48190af090c1ba1487e9b completed March 27, 2026, 7:57 a.m.
Created at: March 22, 2026, 4:30 p.m.