Triple
T18578496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Everything Changes |
E454045
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Richard Stokes |
—
|
NE NERFINISHED |
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: Richard Stokes | Statement: [Everything Changes, producer, Richard Stokes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Stokes Context triple: [Everything Changes, producer, Richard Stokes]
-
A.
Richard Stokes
chosen
Richard Stokes is a television producer known for his work on the British science fiction series Torchwood, including the episode "Cyberwoman."
-
B.
Nicholas Stokes
Nicholas Stokes is a fictional crime scene investigator from the television series "CSI: Crime Scene Investigation," known for his dedication, empathy, and hands-on forensic work.
-
C.
Alasdair Steedman
Alasdair Steedman was a senior Royal Air Force officer who rose to high command, including leadership of the RAF’s Fighter Command.
-
D.
Stephen Hague
Stephen Hague is an American record producer and songwriter best known for his work on influential synth-pop and alternative rock albums from the 1980s and 1990s.
-
E.
Michael Staines
Michael Staines was an Irish revolutionary and politician who became the inaugural head of Ireland’s national police force, the Garda Síochána, during the early years of the Irish Free State.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e543cd6a3c8190b38059e71ec3f7b2 |
completed | April 19, 2026, 9:06 p.m. |
Created at: April 10, 2026, 11:43 a.m.