Triple

T23196165
Position Surface form Disambiguated ID Type / Status
Subject The Big Nowhere E579873 entity
Predicate mainCharacter P1183 FINISHED
Object Danny Upshaw
Danny Upshaw is a driven but troubled young sheriff’s deputy in James Ellroy’s crime novel *The Big Nowhere*, whose investigation into a series of brutal murders exposes deep corruption and paranoia in 1950s Los Angeles.
E1575331 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: Danny Upshaw | Statement: [The Big Nowhere, mainCharacter, Danny Upshaw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danny Upshaw
Context triple: [The Big Nowhere, mainCharacter, Danny Upshaw]
  • A. Matt Dente
    Matt Dente is known primarily as the husband of American actress and soap opera director Ellen Wheeler.
  • B. Brandon Koch
    Brandon Koch is an individual gun owner who served as one of the petitioners challenging New York’s concealed-carry licensing restrictions in the U.S. Supreme Court case New York State Rifle & Pistol Association, Inc. v. Bruen.
  • C. Stephen Upson
    Stephen Upson was an American lawyer and politician from Georgia whose prominence in state affairs led to a county being named in his honor.
  • D. Garrett Randall
    Garrett Randall is a character in the television series "Yellowstone," known as the estranged biological father of Jamie Dutton whose dark past and manipulative influence drive major conflicts in the storyline.
  • E. Phil Hughes
    Phil Hughes is a screenwriter best known for co-writing the British family comedy film "Thunderpants."
  • 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: Danny Upshaw
Triple: [The Big Nowhere, mainCharacter, Danny Upshaw]
Generated description
Danny Upshaw is a driven but troubled young sheriff’s deputy in James Ellroy’s crime novel *The Big Nowhere*, whose investigation into a series of brutal murders exposes deep corruption and paranoia in 1950s Los Angeles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danny Upshaw
Target entity description: Danny Upshaw is a driven but troubled young sheriff’s deputy in James Ellroy’s crime novel *The Big Nowhere*, whose investigation into a series of brutal murders exposes deep corruption and paranoia in 1950s Los Angeles.
  • A. Matt Dente
    Matt Dente is known primarily as the husband of American actress and soap opera director Ellen Wheeler.
  • B. Brandon Koch
    Brandon Koch is an individual gun owner who served as one of the petitioners challenging New York’s concealed-carry licensing restrictions in the U.S. Supreme Court case New York State Rifle & Pistol Association, Inc. v. Bruen.
  • C. Stephen Upson
    Stephen Upson was an American lawyer and politician from Georgia whose prominence in state affairs led to a county being named in his honor.
  • D. Garrett Randall
    Garrett Randall is a character in the television series "Yellowstone," known as the estranged biological father of Jamie Dutton whose dark past and manipulative influence drive major conflicts in the storyline.
  • E. Phil Hughes
    Phil Hughes is a screenwriter best known for co-writing the British family comedy film "Thunderpants."
  • 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18fdb279c81908dcc46f2786a86cd completed April 29, 2026, 4:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30bebfe48190944c0933ea100b11 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c330135cc8190b5a0e512bda6277d completed May 19, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c375dd5a4819097a80ae43a1c4442 completed May 19, 2026, 10:11 a.m.
Created at: April 17, 2026, 4:06 p.m.