Triple
T13893035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Papa Don't Preach |
E334020
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Stephen Bray
Stephen Bray is an American songwriter and record producer best known for his extensive collaborations with Madonna on many of her 1980s hits.
|
E1076986
|
NE FINISHED |
How this triple was built (4 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: Stephen Bray | Statement: [Papa Don't Preach, producer, Stephen Bray]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Bray Context triple: [Papa Don't Preach, producer, Stephen Bray]
-
A.
Andrew Brice
Andrew Brice is an Australian entrepreneur best known as the co-founder of the online travel company Wotif Group.
-
B.
David Bradley
David Bradley is an English actor best known for roles such as Argus Filch in the Harry Potter films and Walder Frey in Game of Thrones.
-
C.
Michael Lloyd
Michael Lloyd is an American record producer best known for his work on hit film soundtracks and numerous pop and rock recordings from the 1970s and 1980s.
-
D.
Jason Kingsley
Jason Kingsley is a British entrepreneur and game developer best known as the co-founder and CEO of the video game studio Rebellion Developments.
-
E.
Andrew Strahan
Andrew Strahan was a prominent British printer and publisher of the late 18th and early 19th centuries who also served as a Member of Parliament.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Stephen Bray Triple: [Papa Don't Preach, producer, Stephen Bray]
Generated description
Stephen Bray is an American songwriter and record producer best known for his extensive collaborations with Madonna on many of her 1980s hits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Bray Target entity description: Stephen Bray is an American songwriter and record producer best known for his extensive collaborations with Madonna on many of her 1980s hits.
-
A.
Andrew Brice
Andrew Brice is an Australian entrepreneur best known as the co-founder of the online travel company Wotif Group.
-
B.
David Bradley
David Bradley is an English actor best known for roles such as Argus Filch in the Harry Potter films and Walder Frey in Game of Thrones.
-
C.
Michael Lloyd
Michael Lloyd is an American record producer best known for his work on hit film soundtracks and numerous pop and rock recordings from the 1970s and 1980s.
-
D.
Jason Kingsley
Jason Kingsley is a British entrepreneur and game developer best known as the co-founder and CEO of the video game studio Rebellion Developments.
-
E.
Andrew Strahan
Andrew Strahan was a prominent British printer and publisher of the late 18th and early 19th centuries who also served as a Member of Parliament.
- F. None of above. chosen
Provenance (5 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_69d81c5dd2d48190b7a5fc1e009de936 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de23a537d4819093c2bae2a244816a |
completed | April 14, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbc31c38e481909a86cda6c913fb8e |
completed | May 6, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69fc7e2e49508190a6a3211c9008d053 |
completed | May 7, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fc7f56979c8190a549079a4ea5d516 |
completed | May 7, 2026, 12:02 p.m. |
Created at: April 9, 2026, 10:15 p.m.