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.