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.