Triple

T2516214
Position Surface form Disambiguated ID Type / Status
Subject Breaking Bad E55418 entity
Predicate creator P184 FINISHED
Object Vince Gilligan
Vince Gilligan is an American television writer, producer, and director best known for creating the critically acclaimed series Breaking Bad and its spin-off Better Call Saul.
E275830 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: Vince Gilligan | Statement: [Breaking Bad, creator, Vince Gilligan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vince Gilligan
Context triple: [Breaking Bad, creator, Vince Gilligan]
  • A. Alan Ball
    Alan Ball is an American screenwriter, director, and producer best known for creating the television series "Six Feet Under" and "True Blood" and for writing the Oscar-winning film "American Beauty."
  • B. Kurt Sutter
    Kurt Sutter is an American screenwriter, producer, director, and actor best known for creating the FX outlaw biker drama series "Sons of Anarchy."
  • C. D. B. Weiss
    D. B. Weiss is an American television writer, producer, and director best known as the co-creator and showrunner of the HBO fantasy series "Game of Thrones."
  • D. David Benioff
    David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
  • E. Mitchell Hurwitz
    Mitchell Hurwitz is an American television writer and producer best known for creating the critically acclaimed sitcom "Arrested Development."
  • 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: Vince Gilligan
Triple: [Breaking Bad, creator, Vince Gilligan]
Generated description
Vince Gilligan is an American television writer, producer, and director best known for creating the critically acclaimed series Breaking Bad and its spin-off Better Call Saul.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vince Gilligan
Target entity description: Vince Gilligan is an American television writer, producer, and director best known for creating the critically acclaimed series Breaking Bad and its spin-off Better Call Saul.
  • A. Alan Ball
    Alan Ball is an American screenwriter, director, and producer best known for creating the television series "Six Feet Under" and "True Blood" and for writing the Oscar-winning film "American Beauty."
  • B. Kurt Sutter
    Kurt Sutter is an American screenwriter, producer, director, and actor best known for creating the FX outlaw biker drama series "Sons of Anarchy."
  • C. D. B. Weiss
    D. B. Weiss is an American television writer, producer, and director best known as the co-creator and showrunner of the HBO fantasy series "Game of Thrones."
  • D. David Benioff
    David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
  • E. Mitchell Hurwitz
    Mitchell Hurwitz is an American television writer and producer best known for creating the critically acclaimed sitcom "Arrested Development."
  • 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd20f8d0c8190bfdcb99a12f59d59 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b9aa5cc81908c2e09ce18f2e98e completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af508c28f48190afc4aa1bc3c9adf3 completed March 9, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69af5155f85081908dd4a1859d0f7907 completed March 9, 2026, 11:01 p.m.
Created at: March 6, 2026, 9:46 p.m.