Triple
T1438001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | All the President’s Men |
E31000
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
William Goldman
William Goldman was an acclaimed American novelist and screenwriter known for works such as "Butch Cassidy and the Sundance Kid" and "The Princess Bride."
|
E166297
|
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: William Goldman | Statement: [All the President’s Men, screenwriter, William Goldman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Goldman Context triple: [All the President’s Men, screenwriter, William Goldman]
-
A.
Brian Helgeland
Brian Helgeland is an American screenwriter and director best known for his Oscar-winning work on crime dramas and genre films such as L.A. Confidential and Mystic River.
-
B.
Paddy Chayefsky
Paddy Chayefsky was an American playwright and screenwriter renowned for his sharp, satirical dramas and is widely regarded as one of the most influential writers in mid-20th-century film and television.
-
C.
Robert Riskin
Robert Riskin was an American screenwriter best known for his collaborations with director Frank Capra on classic films of the 1930s and 1940s.
-
D.
Lawrence Kasdan
Lawrence Kasdan is an American filmmaker and screenwriter known for his work on major films such as *The Empire Strikes Back*, *Raiders of the Lost Ark*, and *The Big Chill*.
-
E.
Frank Mankiewicz
Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
- 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: William Goldman Triple: [All the President’s Men, screenwriter, William Goldman]
Generated description
William Goldman was an acclaimed American novelist and screenwriter known for works such as "Butch Cassidy and the Sundance Kid" and "The Princess Bride."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Goldman Target entity description: William Goldman was an acclaimed American novelist and screenwriter known for works such as "Butch Cassidy and the Sundance Kid" and "The Princess Bride."
-
A.
Brian Helgeland
Brian Helgeland is an American screenwriter and director best known for his Oscar-winning work on crime dramas and genre films such as L.A. Confidential and Mystic River.
-
B.
Paddy Chayefsky
Paddy Chayefsky was an American playwright and screenwriter renowned for his sharp, satirical dramas and is widely regarded as one of the most influential writers in mid-20th-century film and television.
-
C.
Robert Riskin
Robert Riskin was an American screenwriter best known for his collaborations with director Frank Capra on classic films of the 1930s and 1940s.
-
D.
Lawrence Kasdan
Lawrence Kasdan is an American filmmaker and screenwriter known for his work on major films such as *The Empire Strikes Back*, *Raiders of the Lost Ark*, and *The Big Chill*.
-
E.
Frank Mankiewicz
Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
- 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_69a4991633388190a4d61b5a98aa407a |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c5059ef88190af20e796acdb2058 |
completed | March 1, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad08ba2cf88190a859bb0974761968 |
completed | March 8, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69ad0bc943488190892a88f4c0e392b9 |
completed | March 8, 2026, 5:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0c6abed48190815252fabc992c48 |
completed | March 8, 2026, 5:43 a.m. |
Created at: March 1, 2026, 8 p.m.