Triple
T3287362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Twilight Saga film series |
E69014
|
entity |
| Predicate | thirdFilmDirector |
P46167
|
FINISHED |
| Object | David Slade |
E259298
|
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: David Slade | Statement: [The Twilight Saga film series, thirdFilmDirector, David Slade]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Slade Context triple: [The Twilight Saga film series, thirdFilmDirector, David Slade]
-
A.
David Slade
chosen
David Slade is a British film and television director known for his work in horror and thriller genres, including films like "Hard Candy," "30 Days of Night," and "The Twilight Saga: Eclipse."
-
B.
Ruben Fleischer
Ruben Fleischer is an American film director and producer best known for helming movies such as "Zombieland," "Venom," and other major Hollywood action-comedies.
-
C.
Steven S. DeKnight
Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
-
D.
Michael Cuesta
Michael Cuesta is an American film and television director and producer known for his work on series such as Homeland, Dexter, and Six Feet Under.
-
E.
Stephen Sommers
Stephen Sommers is an American film director, screenwriter, and producer best known for helming big-budget action-adventure and fantasy films such as The Mummy series and Van Helsing.
- 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: thirdFilmDirector Context triple: [The Twilight Saga film series, thirdFilmDirector, David Slade]
-
A.
directorSince
Indicates that one entity has held the role of director for another entity starting from a specified point in time.
-
B.
directorsOfFilm
Indicates the person or people who directed a given film.
-
C.
filmDirectorOfAssociatedWork
chosen
Indicates that a person serves as the director of the specified creative work (such as a film or related audiovisual production).
-
D.
directorOfSecondFilm
Indicates that one entity is the director of the second film in a specified sequence or series of films.
-
E.
directorPreviousFilm
Indicates that the referenced film is the one a director worked on immediately before the current film.
- 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_69ad859d45748190b0742408c954b39f |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb05779d08190a5517951e71b1380 |
completed | March 8, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e85f71508190b194b4d383d7ee32 |
completed | March 12, 2026, 4:22 p.m. |
| PD | Predicate disambiguation | batch_69ada421fadc8190b7c7d3c8afd20061 |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:10 p.m.