Triple
T7603334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew Hunt |
E180037
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object | David Thomas |
E180264
|
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: David Thomas | Statement: [Andrew Hunt, coAuthorWith, David Thomas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Thomas Context triple: [Andrew Hunt, coAuthorWith, David Thomas]
-
A.
David Thomas
chosen
David Thomas is a software developer and author best known for co-writing the influential programming book "The Pragmatic Programmer."
-
B.
Michael Pennington
Michael Pennington is a distinguished English actor and director, particularly renowned for his work in classical theatre and Shakespearean performance.
-
C.
Barton Keyes
Barton Keyes is a shrewd, relentless insurance claims investigator in the classic film noir "Double Indemnity," known for his sharp intuition and moral conviction.
-
D.
Benjamin Dreyfuss
Benjamin Dreyfuss is an American journalist and actor, known both for his work in media and as the son of Academy Award–winning actor Richard Dreyfuss.
-
E.
Timothy Carey
Timothy Carey was an American character actor and filmmaker known for his intense, eccentric performances in mid-20th-century films, including several collaborations with director Stanley Kubrick.
- 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_69c69f3567008190ab01d2ca7b53584a |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f9fa633081909660f653f5b073cd |
completed | March 27, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8684a98fc8190b3d0568f13ccd123 |
completed | March 28, 2026, 11:46 p.m. |
Created at: March 27, 2026, 3:54 p.m.