Triple
T16438577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot Stuff |
E399237
|
entity |
| Predicate | songwriter |
P1141
|
FINISHED |
| Object | Keith Forsey |
E1215946
|
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: Keith Forsey | Statement: [Hot Stuff, songwriter, Keith Forsey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keith Forsey Context triple: [Hot Stuff, songwriter, Keith Forsey]
-
A.
Keith Forsey
chosen
Keith Forsey is an English drummer, songwriter, and record producer best known for his work on 1980s pop and film soundtracks, including co-writing major hits like “Flashdance… What a Feeling” and “Don’t You (Forget About Me).”
-
B.
Brian Forster
Brian Forster is an American former child actor best known for playing Chris Partridge on the 1970s musical sitcom "The Partridge Family."
-
C.
Keith Schofield
Keith Schofield is a music video director known for his inventive, often surreal visual style and work with various prominent artists.
-
D.
Greg Mathieson
Greg Mathieson is an American keyboardist, composer, and producer known for his work in jazz, fusion, and pop music, collaborating with numerous prominent artists.
-
E.
Tim Fywell
Tim Fywell is a British film and television director known for his work on literary adaptations and period dramas.
- 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32ba5a4748190b63ff53bfb5957c7 |
completed | April 18, 2026, 6:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00aae69d1481909f5514cc496f45b5 |
completed | May 10, 2026, 3:57 p.m. |
Created at: April 10, 2026, 5:10 a.m.