Triple

T2771221
Position Surface form Disambiguated ID Type / Status
Subject Demolition Man E61458 entity
Predicate hasCharacter P2308 FINISHED
Object Associate Bob
Associate Bob is a supporting character in the sci-fi action film "Demolition Man," known for serving as an obsequious aide within the movie’s dystopian future society.
E296922 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: Associate Bob | Statement: [Demolition Man, hasCharacter, Associate Bob]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Associate Bob
Context triple: [Demolition Man, hasCharacter, Associate Bob]
  • A. Bill Denbrough
    Bill Denbrough is a central member of the Losers' Club in Stephen King's horror universe, known for his leadership, stutter, and lifelong struggle against the shape-shifting entity known as It.
  • B. Bill Burns
    Bill Burns was an American former Major League Baseball pitcher who became notorious as a key gambling intermediary in the 1919 Black Sox World Series fixing scandal.
  • C. Ray Blanton
    Ray Blanton was an American Democratic politician who served as governor of Tennessee in the late 1970s and became notorious for a clemency scandal involving the controversial pardoning of prisoners.
  • D. Pat Hobbs
    Pat Hobbs is an American college athletics administrator best known for serving as the athletic director at Rutgers University, where he has overseen major developments in the Scarlet Knights’ athletic programs.
  • E. Bucky Harris
    Bucky Harris was a Hall of Fame Major League Baseball manager and second baseman best known for leading the Washington Senators to the 1924 World Series championship as their young player-manager.
  • 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: Associate Bob
Triple: [Demolition Man, hasCharacter, Associate Bob]
Generated description
Associate Bob is a supporting character in the sci-fi action film "Demolition Man," known for serving as an obsequious aide within the movie’s dystopian future society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Associate Bob
Target entity description: Associate Bob is a supporting character in the sci-fi action film "Demolition Man," known for serving as an obsequious aide within the movie’s dystopian future society.
  • A. Bill Denbrough
    Bill Denbrough is a central member of the Losers' Club in Stephen King's horror universe, known for his leadership, stutter, and lifelong struggle against the shape-shifting entity known as It.
  • B. Bill Burns
    Bill Burns was an American former Major League Baseball pitcher who became notorious as a key gambling intermediary in the 1919 Black Sox World Series fixing scandal.
  • C. Ray Blanton
    Ray Blanton was an American Democratic politician who served as governor of Tennessee in the late 1970s and became notorious for a clemency scandal involving the controversial pardoning of prisoners.
  • D. Pat Hobbs
    Pat Hobbs is an American college athletics administrator best known for serving as the athletic director at Rutgers University, where he has overseen major developments in the Scarlet Knights’ athletic programs.
  • E. Bucky Harris
    Bucky Harris was a Hall of Fame Major League Baseball manager and second baseman best known for leading the Washington Senators to the 1924 World Series championship as their young player-manager.
  • 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_69ab4b7cd13481909174bca9809ed259 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd6a23208190ba94c9a9f601a042 completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc05061808190abe709eff7a8c986 completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc0b6f7208190ac4f135ae72f0336 completed March 10, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69afc133f8088190bd505db0d0d1d6f7 completed March 10, 2026, 6:59 a.m.
Created at: March 6, 2026, 9:57 p.m.