Triple
T2215094
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Swan |
E48012
|
entity |
| Predicate | writtenBy |
P806
|
FINISHED |
| Object |
Mark Heyman
Mark Heyman is an American screenwriter and producer best known for co-writing the psychological thriller film "Black Swan."
|
E243968
|
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: Mark Heyman | Statement: [Black Swan, writtenBy, Mark Heyman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Heyman Context triple: [Black Swan, writtenBy, Mark Heyman]
-
A.
Gene Mauch
Gene Mauch was a longtime Major League Baseball manager known for his strategic, small-ball style and for leading several teams, including the California Angels and Montreal Expos, without ever reaching the World Series.
-
B.
Jerry Weintraub
Jerry Weintraub was an American film producer and talent manager best known for backing major Hollywood projects such as the "Ocean's" trilogy and for his influential role in shaping the careers of prominent entertainers.
-
C.
Robert Kurtzman
Robert Kurtzman is an American special effects artist, director, and screenwriter best known as a founding member of KNB EFX Group and for creating the original story for the film "From Dusk Till Dawn."
-
D.
Don Hahn
Don Hahn is an American film producer best known for overseeing several of Disney’s most acclaimed animated features, including Beauty and the Beast and The Lion King.
-
E.
Bud Yorkin
Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
- 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: Mark Heyman Triple: [Black Swan, writtenBy, Mark Heyman]
Generated description
Mark Heyman is an American screenwriter and producer best known for co-writing the psychological thriller film "Black Swan."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Heyman Target entity description: Mark Heyman is an American screenwriter and producer best known for co-writing the psychological thriller film "Black Swan."
-
A.
Gene Mauch
Gene Mauch was a longtime Major League Baseball manager known for his strategic, small-ball style and for leading several teams, including the California Angels and Montreal Expos, without ever reaching the World Series.
-
B.
Jerry Weintraub
Jerry Weintraub was an American film producer and talent manager best known for backing major Hollywood projects such as the "Ocean's" trilogy and for his influential role in shaping the careers of prominent entertainers.
-
C.
Robert Kurtzman
Robert Kurtzman is an American special effects artist, director, and screenwriter best known as a founding member of KNB EFX Group and for creating the original story for the film "From Dusk Till Dawn."
-
D.
Don Hahn
Don Hahn is an American film producer best known for overseeing several of Disney’s most acclaimed animated features, including Beauty and the Beast and The Lion King.
-
E.
Bud Yorkin
Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
- 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_69a88aa1ee708190862c8c378c41e9eb |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbff11574819091d1b50d637ae767 |
completed | March 7, 2026, 6:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6554f3308190a180cac3ad7e2ce4 |
completed | March 9, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69ae65d419048190ad723d21ab7f1cab |
completed | March 9, 2026, 6:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae666e71908190b50be2cac5bdfa28 |
completed | March 9, 2026, 6:19 a.m. |
Created at: March 4, 2026, 7:46 p.m.