Triple

T2783089
Position Surface form Disambiguated ID Type / Status
Subject Paul Giamatti E61741 entity
Predicate playedCharacter P1507 FINISHED
Object Chuck Rhoades in Billions
Chuck Rhoades in Billions is a hard-charging, morally conflicted U.S. Attorney who wages an intense legal and psychological war against hedge fund titan Bobby Axelrod in the TV drama series.
E297485 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: Chuck Rhoades in Billions | Statement: [Paul Giamatti, playedCharacter, Chuck Rhoades in Billions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chuck Rhoades in Billions
Context triple: [Paul Giamatti, playedCharacter, Chuck Rhoades in Billions]
  • A. Logan Roy
    Logan Roy is the ruthless, aging media mogul and patriarch of the Roy family in the television series "Succession," whose control over his empire drives the show's central power struggles.
  • B. Gordon Gekko
    Gordon Gekko is a fictional, ruthlessly ambitious corporate raider and symbol of 1980s Wall Street greed from the film "Wall Street."
  • C. Roger Sterling
    Roger Sterling is a charismatic, hard-drinking advertising executive and partner at the Sterling Cooper agency in the television series "Mad Men."
  • D. Carl Fox in Wall Street
    Carl Fox in "Wall Street" is the blue-collar, morally grounded father of Bud Fox whose integrity contrasts sharply with the film’s ruthless corporate culture.
  • E. Carter Belfort
    Carter Belfort is the son of former stockbroker and motivational speaker Jordan Belfort, known for his association with his father's high-profile life and career.
  • 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: Chuck Rhoades in Billions
Triple: [Paul Giamatti, playedCharacter, Chuck Rhoades in Billions]
Generated description
Chuck Rhoades in Billions is a hard-charging, morally conflicted U.S. Attorney who wages an intense legal and psychological war against hedge fund titan Bobby Axelrod in the TV drama series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chuck Rhoades in Billions
Target entity description: Chuck Rhoades in Billions is a hard-charging, morally conflicted U.S. Attorney who wages an intense legal and psychological war against hedge fund titan Bobby Axelrod in the TV drama series.
  • A. Logan Roy
    Logan Roy is the ruthless, aging media mogul and patriarch of the Roy family in the television series "Succession," whose control over his empire drives the show's central power struggles.
  • B. Gordon Gekko
    Gordon Gekko is a fictional, ruthlessly ambitious corporate raider and symbol of 1980s Wall Street greed from the film "Wall Street."
  • C. Roger Sterling
    Roger Sterling is a charismatic, hard-drinking advertising executive and partner at the Sterling Cooper agency in the television series "Mad Men."
  • D. Carl Fox in Wall Street
    Carl Fox in "Wall Street" is the blue-collar, morally grounded father of Bud Fox whose integrity contrasts sharply with the film’s ruthless corporate culture.
  • E. Carter Belfort
    Carter Belfort is the son of former stockbroker and motivational speaker Jordan Belfort, known for his association with his father's high-profile life and career.
  • 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_69ab4b7e43c48190997b8fc8fb1663ab completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd9cd950819083770d9f0516a9cf completed March 7, 2026, 8:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc0629e8c81909b55d9838e681ba2 completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc15513f48190a22f83571be2e0bd completed March 10, 2026, 6:59 a.m.
NED2 Entity disambiguation (via description) batch_69afc1c9440c8190abf9dc063109af45 completed March 10, 2026, 7:01 a.m.
Created at: March 6, 2026, 9:57 p.m.