Triple
T838636
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Gough |
E18125
|
entity |
| Predicate | workedWith |
P398
|
FINISHED |
| Object |
Joel Schumacher
Joel Schumacher was an American film director, producer, and screenwriter best known for stylish genre films such as "The Lost Boys," "Falling Down," and two Batman movies in the 1990s.
|
E114333
|
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: Joel Schumacher | Statement: [Michael Gough, workedWith, Joel Schumacher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joel Schumacher Context triple: [Michael Gough, workedWith, Joel Schumacher]
-
A.
Jonathan Demme
Jonathan Demme was an American film director best known for his eclectic body of work, including the Oscar-winning thriller "The Silence of the Lambs" and acclaimed music documentaries like "Stop Making Sense."
-
B.
Eric Roth
Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
-
C.
Mark Robson
Mark Robson was a Canadian-born film editor-turned-director known for his work in Hollywood on acclaimed films from the 1940s through the 1960s.
-
D.
Ron Howard
Ron Howard is an American filmmaker and former child actor best known for directing acclaimed films such as "A Beautiful Mind," "Apollo 13," and "Cocoon."
-
E.
Jerry Bruckheimer
Jerry Bruckheimer is a prolific American film and television producer known for high-octane blockbusters such as Top Gun, Pirates of the Caribbean, and the CSI franchise.
- 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: Joel Schumacher Triple: [Michael Gough, workedWith, Joel Schumacher]
Generated description
Joel Schumacher was an American film director, producer, and screenwriter best known for stylish genre films such as "The Lost Boys," "Falling Down," and two Batman movies in the 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joel Schumacher Target entity description: Joel Schumacher was an American film director, producer, and screenwriter best known for stylish genre films such as "The Lost Boys," "Falling Down," and two Batman movies in the 1990s.
-
A.
Jonathan Demme
Jonathan Demme was an American film director best known for his eclectic body of work, including the Oscar-winning thriller "The Silence of the Lambs" and acclaimed music documentaries like "Stop Making Sense."
-
B.
Eric Roth
Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
-
C.
Mark Robson
Mark Robson was a Canadian-born film editor-turned-director known for his work in Hollywood on acclaimed films from the 1940s through the 1960s.
-
D.
Ron Howard
Ron Howard is an American filmmaker and former child actor best known for directing acclaimed films such as "A Beautiful Mind," "Apollo 13," and "Cocoon."
-
E.
Jerry Bruckheimer
Jerry Bruckheimer is a prolific American film and television producer known for high-octane blockbusters such as Top Gun, Pirates of the Caribbean, and the CSI franchise.
- 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_69a49389f44881909a608fb27d89f247 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4abd0e8bc8190afe29cd4745c2f86 |
completed | March 1, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac16f749dc819097231c0becb4150b |
completed | March 7, 2026, 12:15 p.m. |
| NEDg | Description generation | batch_69ac1778cf0081908f520c40c4282633 |
completed | March 7, 2026, 12:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac181f732c819093612c684d9fcbfd |
completed | March 7, 2026, 12:20 p.m. |
Created at: March 1, 2026, 7:38 p.m.