Triple
T12265122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Papua New Guinea (western islands) |
E292322
|
entity |
| Predicate | hasLanguageFamily |
P1047
|
FINISHED |
| Object | Austronesian languages |
E4098
|
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 languages | Statement: [Papua New Guinea (western islands), hasLanguageFamily, Austronesian languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austronesian languages Context triple: [Papua New Guinea (western islands), hasLanguageFamily, Austronesian languages]
-
A.
Austronesian languages
chosen
Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
-
B.
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.
-
C.
Philippine Austronesian languages
Philippine Austronesian languages are a major subgroup of the Austronesian language family spoken throughout the Philippines and nearby regions, encompassing numerous related languages and dialects.
-
D.
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.
-
E.
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.
- 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cdc42988190b4e2a6591a6f919d |
completed | April 10, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60ac4f2bc8190b5fde350c9e61bd6 |
completed | May 2, 2026, 2:31 p.m. |
Created at: April 8, 2026, 9:52 p.m.