Triple
T13802140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Theft Auto franchise |
E331666
|
entity |
| Predicate | notableDesigner |
P184
|
FINISHED |
| Object |
Leslie Benzies
Leslie Benzies is a Scottish video game producer and designer best known for his leading role in developing the Grand Theft Auto series at Rockstar Games.
|
E1062236
|
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: Leslie Benzies | Statement: [Grand Theft Auto franchise, notableDesigner, Leslie Benzies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leslie Benzies Context triple: [Grand Theft Auto franchise, notableDesigner, Leslie Benzies]
-
A.
Derek Nimmo
Derek Nimmo was a British actor and comedian best known for his portrayals of bumbling upper-class clergymen and his frequent appearances on BBC radio and television panel shows.
-
B.
Duncan Ferguson
Duncan Ferguson is a former Scottish professional footballer and coach, best known as a powerful Everton striker in the 1990s and 2000s who later moved into football management.
-
C.
Nick Baines
Nick Baines is an English Anglican bishop and former Bishop of Bradford who became the first diocesan bishop of the newly created Diocese of Leeds.
-
D.
Dougie Payne
Dougie Payne is a Scottish musician best known as the longtime bassist and backing vocalist for the rock band Travis.
-
E.
Douglas Shearer
Douglas Shearer was a pioneering Canadian-American sound engineer and special effects designer in Hollywood, renowned for his groundbreaking work at MGM and multiple Academy Awards.
- 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: Leslie Benzies Triple: [Grand Theft Auto franchise, notableDesigner, Leslie Benzies]
Generated description
Leslie Benzies is a Scottish video game producer and designer best known for his leading role in developing the Grand Theft Auto series at Rockstar Games.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leslie Benzies Target entity description: Leslie Benzies is a Scottish video game producer and designer best known for his leading role in developing the Grand Theft Auto series at Rockstar Games.
-
A.
Derek Nimmo
Derek Nimmo was a British actor and comedian best known for his portrayals of bumbling upper-class clergymen and his frequent appearances on BBC radio and television panel shows.
-
B.
Duncan Ferguson
Duncan Ferguson is a former Scottish professional footballer and coach, best known as a powerful Everton striker in the 1990s and 2000s who later moved into football management.
-
C.
Nick Baines
Nick Baines is an English Anglican bishop and former Bishop of Bradford who became the first diocesan bishop of the newly created Diocese of Leeds.
-
D.
Dougie Payne
Dougie Payne is a Scottish musician best known as the longtime bassist and backing vocalist for the rock band Travis.
-
E.
Douglas Shearer
Douglas Shearer was a pioneering Canadian-American sound engineer and special effects designer in Hollywood, renowned for his groundbreaking work at MGM and multiple Academy Awards.
- 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.