Triple
T4297163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Proto-Austronesian |
E99741
|
entity |
| Predicate | studiedBy |
P1945
|
FINISHED |
| Object | Robert Blust |
E138026
|
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: Robert Blust | Statement: [Proto-Austronesian, studiedBy, Robert Blust]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Blust Context triple: [Proto-Austronesian, studiedBy, Robert Blust]
-
A.
Robert Blust
chosen
Robert Blust was an influential American linguist and Austronesian specialist known for his extensive comparative and historical work on the languages of the Pacific and Southeast Asia.
-
B.
Paul Kiparsky
Paul Kiparsky is a prominent linguist known for his influential work in generative phonology and historical linguistics.
-
C.
Martin Haspelmath
Martin Haspelmath is a prominent German linguist known for his influential work in linguistic typology, grammatical description, and the development of cross-linguistic databases.
-
D.
Morris Swadesh
Morris Swadesh was an American linguist best known for pioneering lexicostatistics and glottochronology, methods for studying language classification and historical relationships through core vocabulary comparison.
-
E.
Roger Blench
Roger Blench is a British linguist, anthropologist, and Africanist known for his extensive fieldwork and research on under-documented languages and cultures, particularly in Africa.
- 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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3509aebd48190af38f2e37f07869a |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c7439b3481908d2554f7b86002aa |
completed | March 14, 2026, 8:38 p.m. |
Created at: March 12, 2026, 11:08 p.m.