Triple
T2373693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quoc V. Le |
E46144
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object | Barret Zoph |
E116777
|
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: Barret Zoph | Statement: [Quoc V. Le, coAuthorWith, Barret Zoph]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barret Zoph Context triple: [Quoc V. Le, coAuthorWith, Barret Zoph]
-
A.
Barret Zoph
chosen
Barret Zoph is a machine learning researcher known for his work on neural architecture search and contributions to deep learning at Google Brain.
-
B.
Hal Borne
Hal Borne was an American composer, arranger, and bandleader best known for his work on film and swing-era music, particularly in Hollywood musicals.
-
C.
John LaRue
John LaRue was an early American pioneer and landowner in Kentucky after whom LaRue County was named.
-
D.
Stephen Orlac
Stephen Orlac is the tormented concert pianist in the 1935 horror film "Mad Love," whose transplanted hands drive him toward madness and violence.
-
E.
Ben Dreith
Ben Dreith is a former American football official best known for his long career as an NFL referee, including working high-profile games such as Super Bowl XV.
- 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_69a88a145268819083e2736cb835c696 |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abc791c4688190a4b8f0e540e84eb4 |
completed | March 7, 2026, 6:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea8a8c2b88190a18dbf35d745958f |
completed | March 9, 2026, 11:02 a.m. |
Created at: March 4, 2026, 7:56 p.m.