Triple
T10366776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ray (film score) |
E244268
|
entity |
| Predicate | hasFilmDirector |
P46167
|
FINISHED |
| Object | Taylor Hackford |
E375654
|
NE FINISHED |
How this triple was built (3 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: Taylor Hackford | Statement: [Ray (film score), hasFilmDirector, Taylor Hackford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taylor Hackford Context triple: [Ray (film score), hasFilmDirector, Taylor Hackford]
-
A.
Taylor Hackford
chosen
Taylor Hackford is an American film director and producer known for works such as "An Officer and a Gentleman" and "Ray."
-
B.
Roger Spottiswoode
Roger Spottiswoode is a British-Canadian film director and editor known for directing a range of Hollywood features, including the James Bond film "Tomorrow Never Dies."
-
C.
Alan Rudolph
Alan Rudolph is an American film director and screenwriter known for his offbeat, character-driven dramas and romantic films, often blending ensemble casts with stylized, atmospheric storytelling.
-
D.
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."
-
E.
Abby Mann
Abby Mann was an American screenwriter and producer best known for his socially conscious dramas, including the Academy Award–winning screenplay for "Judgment at Nuremberg."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFilmDirector Context triple: [Ray (film score), hasFilmDirector, Taylor Hackford]
-
A.
workedAsDirectorFor
Indicates that one entity held the role of director in relation to another entity, such as an organization, project, or production.
-
B.
filmDirectorOfAssociatedWork
chosen
Indicates that a person serves as the director of the specified creative work (such as a film or related audiovisual production).
-
C.
isDirectedBy
Indicates that one entity serves as the director or guiding authority responsible for the creation, management, or execution of another entity (such as a film, project, or organization).
-
D.
filmDirectorOfAppearance
Indicates that a person served as the director for a specific appearance or segment within a film or audiovisual work.
-
E.
filmDirectorWorkedWith
Indicates that a film director has collaborated professionally with another person on one or more film projects.
- F. None of above.
Provenance (4 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e96fd6f081908f630a16106996d9 |
completed | April 7, 2026, 11:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d79546b078819089dec7628c95a681 |
completed | April 9, 2026, 12:02 p.m. |
| PD | Predicate disambiguation | batch_69d4dface5508190a7b42f01ad0a19a2 |
completed | April 7, 2026, 10:42 a.m. |
Created at: April 6, 2026, noon