Triple

T13802257
Position Surface form Disambiguated ID Type / Status
Subject BioShock franchise E331668 entity
Predicate notableCharacter P1481 FINISHED
Object Andrew Ryan
Andrew Ryan is a central antagonist in the BioShock series, known as the fiercely individualistic founder of the underwater city of Rapture and a staunch opponent of government and religious control.
E1062242 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: Andrew Ryan | Statement: [BioShock franchise, notableCharacter, Andrew Ryan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Ryan
Context triple: [BioShock franchise, notableCharacter, Andrew Ryan]
  • A. Justin Quayle
    Justin Quayle is a mild-mannered British diplomat whose quest to uncover the truth behind his activist wife's murder drives the political thriller "The Constant Gardener."
  • B. Bob Roberts
    Bob Roberts was a film producer active in mid-20th-century American cinema, notably involved in classic Hollywood productions.
  • C. Bob Roberts
    Bob Roberts is a 1992 satirical mockumentary film about a right-wing folk-singing politician, written, directed by, and starring Tim Robbins.
  • D. Jack Kemp
    Jack Kemp was an American politician, former professional football quarterback, and longtime Republican congressman who served as U.S. Secretary of Housing and Urban Development and was the Republican vice-presidential nominee in 1996.
  • E. George Romney
    George Romney was an 18th-century English portrait painter renowned for his elegant depictions of British high society, including notable figures such as Emma Hamilton.
  • 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: Andrew Ryan
Triple: [BioShock franchise, notableCharacter, Andrew Ryan]
Generated description
Andrew Ryan is a central antagonist in the BioShock series, known as the fiercely individualistic founder of the underwater city of Rapture and a staunch opponent of government and religious control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Ryan
Target entity description: Andrew Ryan is a central antagonist in the BioShock series, known as the fiercely individualistic founder of the underwater city of Rapture and a staunch opponent of government and religious control.
  • A. Justin Quayle
    Justin Quayle is a mild-mannered British diplomat whose quest to uncover the truth behind his activist wife's murder drives the political thriller "The Constant Gardener."
  • B. Bob Roberts
    Bob Roberts was a film producer active in mid-20th-century American cinema, notably involved in classic Hollywood productions.
  • C. Bob Roberts
    Bob Roberts is a 1992 satirical mockumentary film about a right-wing folk-singing politician, written, directed by, and starring Tim Robbins.
  • D. Jack Kemp
    Jack Kemp was an American politician, former professional football quarterback, and longtime Republican congressman who served as U.S. Secretary of Housing and Urban Development and was the Republican vice-presidential nominee in 1996.
  • E. George Romney
    George Romney was an 18th-century English portrait painter renowned for his elegant depictions of British high society, including notable figures such as Emma Hamilton.
  • 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_69d81c59f8808190a851bc56afdc55e9 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de025ded6c8190851c108ae559a355 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b08bd7c48190bcdf110ccd27c003 completed May 3, 2026, 8:31 p.m.
NEDg Description generation batch_69f7b25c9e5881909d526b38096d6446 completed May 3, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_69f7b2f1b3848190bc30537d5092ee07 completed May 3, 2026, 8:41 p.m.
Created at: April 9, 2026, 10:12 p.m.