Triple
T5088244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sugar Hill |
E114689
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Barry Michael Cooper
Barry Michael Cooper is an American writer and filmmaker best known for his influential screenplays in 1990s urban crime cinema, including the film "Sugar Hill."
|
E492323
|
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: Barry Michael Cooper | Statement: [Sugar Hill, screenwriter, Barry Michael Cooper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barry Michael Cooper Context triple: [Sugar Hill, screenwriter, Barry Michael Cooper]
-
A.
Bryan-Michael Cox
Bryan-Michael Cox is a Grammy-winning American songwriter and record producer known for crafting numerous R&B and pop hits for major artists.
-
B.
Barry Robinson
Barry Robinson is a recurring character from the animated TV series "American Dad!", known as one of Steve Smith’s nerdy yet unpredictably dangerous friends.
-
C.
Robert Watts
Robert Watts is a British film producer best known for his work on major films such as Who Framed Roger Rabbit and entries in the Star Wars and Indiana Jones franchises.
-
D.
Ralph Singer
Ralph Singer is an individual notable enough to be recognized as a prominent bearer of the surname Singer.
-
E.
Tim Kirk
Tim Kirk is an American artist best known in science fiction and fantasy circles for his influential fan artwork, which earned him the Hugo Award for Best Fan Artist.
- 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: Barry Michael Cooper Triple: [Sugar Hill, screenwriter, Barry Michael Cooper]
Generated description
Barry Michael Cooper is an American writer and filmmaker best known for his influential screenplays in 1990s urban crime cinema, including the film "Sugar Hill."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barry Michael Cooper Target entity description: Barry Michael Cooper is an American writer and filmmaker best known for his influential screenplays in 1990s urban crime cinema, including the film "Sugar Hill."
-
A.
Bryan-Michael Cox
Bryan-Michael Cox is a Grammy-winning American songwriter and record producer known for crafting numerous R&B and pop hits for major artists.
-
B.
Barry Robinson
Barry Robinson is a recurring character from the animated TV series "American Dad!", known as one of Steve Smith’s nerdy yet unpredictably dangerous friends.
-
C.
Robert Watts
Robert Watts is a British film producer best known for his work on major films such as Who Framed Roger Rabbit and entries in the Star Wars and Indiana Jones franchises.
-
D.
Ralph Singer
Ralph Singer is an individual notable enough to be recognized as a prominent bearer of the surname Singer.
-
E.
Tim Kirk
Tim Kirk is an American artist best known in science fiction and fantasy circles for his influential fan artwork, which earned him the Hugo Award for Best Fan Artist.
- 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_69bd443e941881908eb4e8c685b6f656 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75219a94819094fc54c1df448470 |
completed | March 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb144a6108190a20bb6d9dc6bf676 |
completed | March 21, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69beb29b48cc8190a91e2eee7582a535 |
completed | March 21, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb3635d508190bdec99a1a9202f50 |
completed | March 21, 2026, 3:04 p.m. |
Created at: March 20, 2026, 1:40 p.m.