Triple
T12275021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ain't Too Proud to Beg |
E292566
|
entity |
| Predicate | backgroundVocalist |
P9646
|
FINISHED |
| Object | Paul Williams |
E292575
|
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: Paul Williams | Statement: [Ain't Too Proud to Beg, backgroundVocalist, Paul Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Williams Context triple: [Ain't Too Proud to Beg, backgroundVocalist, Paul Williams]
-
A.
Paul Williams
Paul Williams is an American composer, singer-songwriter, and actor best known for his prolific 1970s pop hits and acclaimed film and television soundtracks.
-
B.
Paul Williams
chosen
Paul Williams was an American baritone singer best known as a founding member of the Motown vocal group The Temptations.
-
C.
Walter Murphy
Walter Murphy is an American composer, arranger, and pianist best known for his disco-era hit "A Fifth of Beethoven" and for scoring numerous film and television projects, including collaborations with Seth MacFarlane.
-
D.
William Ashford
William Ashford was an 18th–19th century English-born Irish landscape painter renowned for his depictions of the Irish countryside and his role as a leading figure in Irish art.
-
E.
Lee Clow
Lee Clow is a legendary American advertising executive best known for his groundbreaking work at TBWA\Chiat\Day, where he helped create iconic campaigns for Apple and other major brands.
- 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cef684081908adaee8e04facc2e |
completed | April 10, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a959e7c8190a005f20728cb71e0 |
completed | May 2, 2026, 4:47 p.m. |
Created at: April 8, 2026, 9:52 p.m.