Triple

T8640124
Position Surface form Disambiguated ID Type / Status
Subject The Accountant E204623 entity
Predicate writer P1360 FINISHED
Object Bill Dubuque
Bill Dubuque is an American screenwriter best known for creating the Netflix series "Ozark" and writing several high-profile crime and thriller films.
 E746555 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: Bill Dubuque | Statement: [The Accountant, writer, Bill Dubuque]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Dubuque
Context triple: [The Accountant, writer, Bill Dubuque]
  • A. Bill DeMott
    Bill DeMott is a retired American professional wrestler and wrestling trainer best known for his work in World Championship Wrestling (WCW) and WWE, including a controversial tenure as head trainer for WWE’s developmental system.
  • B. Bill Dusch
    Bill Dusch is an American politician who serves as the mayor of Concord, North Carolina, overseeing the city's local government and community initiatives.
  • C. Bill Raisch
    Bill Raisch was an American character actor and dancer best known for playing the one-armed man in the television series "The Fugitive."
  • D. John Dombrowski
    John Dombrowski is a notable individual who carries the Dombrowski surname, recognized enough to be specifically cited as a bearer of the name.
  • E. Ronald Saland
    Ronald Saland is a film producer best known for his work on the influential 1979 horror movie "The Amityville Horror."
  • 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: Bill Dubuque
Triple: [The Accountant, writer, Bill Dubuque]
Generated description
Bill Dubuque is an American screenwriter best known for creating the Netflix series "Ozark" and writing several high-profile crime and thriller films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Dubuque
Target entity description: Bill Dubuque is an American screenwriter best known for creating the Netflix series "Ozark" and writing several high-profile crime and thriller films.
  • A. Bill DeMott
    Bill DeMott is a retired American professional wrestler and wrestling trainer best known for his work in World Championship Wrestling (WCW) and WWE, including a controversial tenure as head trainer for WWE’s developmental system.
  • B. Bill Dusch
    Bill Dusch is an American politician who serves as the mayor of Concord, North Carolina, overseeing the city's local government and community initiatives.
  • C. Bill Raisch
    Bill Raisch was an American character actor and dancer best known for playing the one-armed man in the television series "The Fugitive."
  • D. John Dombrowski
    John Dombrowski is a notable individual who carries the Dombrowski surname, recognized enough to be specifically cited as a bearer of the name.
  • E. Ronald Saland
    Ronald Saland is a film producer best known for his work on the influential 1979 horror movie "The Amityville Horror."
  • 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_69ca834ca1c88190a11ffb0200342fac completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc47650a14819094855aa8d062ebbc completed March 31, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebc340528819085c80b69d6d32a34 completed April 2, 2026, 6:57 p.m.
NEDg Description generation batch_69cebcdb197881908eeb6c5e4b225a2c completed April 2, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69cebd85ad8481909518afd02dbc5358 completed April 2, 2026, 7:03 p.m.
Created at: March 30, 2026, 6:28 p.m.