Triple
T17243954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bob Hughes |
E418572
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | Robert Hughes |
E545416
|
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 Hughes | Statement: [Bob Hughes, fullName, Robert Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Hughes Context triple: [Bob Hughes, fullName, Robert Hughes]
-
A.
Robert Hughes
chosen
Robert Hughes is an American television personality best known for co-hosting the long-running newsmagazine program "20/20."
-
B.
John Gossage
John Gossage is an American photographer and photobook artist known for his evocative black-and-white images of urban landscapes and overlooked environments.
-
C.
Arthur Boyd
Arthur Boyd was a prominent Australian painter and ceramicist known for his expressive, often allegorical works that explored themes of humanity, landscape, and social justice.
-
D.
Hugh Keays-Byrne
Hugh Keays-Byrne was an English-Australian character actor best known for his villainous roles in the Mad Max film franchise, including his portrayal of Immortan Joe in Mad Max: Fury Road.
-
E.
Max Nicholson
Max Nicholson was a British environmentalist, ornithologist, and civil servant who played a key role in the early international conservation movement and helped establish major environmental organizations.
- 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_69d886d8e96081909870bff6c3d0bf09 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42e21bb5c8190ad960f231fe54665 |
completed | April 19, 2026, 1:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0170f388608190b709b1c228a7ba29 |
completed | May 11, 2026, 6:02 a.m. |
Created at: April 10, 2026, 5:39 a.m.