Triple
T11248926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gears of War series |
E266278
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Cliff Bleszinski
Cliff Bleszinski is an American video game designer best known for his influential work at Epic Games, where he helped shape modern third-person shooters and popularized the Gears of War franchise.
|
E914125
|
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: Cliff Bleszinski | Statement: [Gears of War series, creator, Cliff Bleszinski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cliff Bleszinski Context triple: [Gears of War series, creator, Cliff Bleszinski]
-
A.
Tim Sweeney
Tim Sweeney is an American computer programmer and entrepreneur best known as the founder and CEO of Epic Games and the lead architect behind the Unreal Engine game development platform.
-
B.
Phil Hay
Phil Hay is an American screenwriter known for co-writing genre films such as "Clash of the Titans" (2010), "Ride Along," and "Destroyer," often in collaboration with Matt Manfredi.
-
C.
Don Meier
Don Meier was an American television producer best known for creating the long-running wildlife documentary series "Mutual of Omaha’s Wild Kingdom."
-
D.
Matt Shafer
Matt Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
E.
Peter Molyneux
Peter Molyneux is a British video game designer and producer best known for creating influential titles such as Populous, Black & White, and the Fable series.
- 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: Cliff Bleszinski Triple: [Gears of War series, creator, Cliff Bleszinski]
Generated description
Cliff Bleszinski is an American video game designer best known for his influential work at Epic Games, where he helped shape modern third-person shooters and popularized the Gears of War franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cliff Bleszinski Target entity description: Cliff Bleszinski is an American video game designer best known for his influential work at Epic Games, where he helped shape modern third-person shooters and popularized the Gears of War franchise.
-
A.
Tim Sweeney
Tim Sweeney is an American computer programmer and entrepreneur best known as the founder and CEO of Epic Games and the lead architect behind the Unreal Engine game development platform.
-
B.
Phil Hay
Phil Hay is an American screenwriter known for co-writing genre films such as "Clash of the Titans" (2010), "Ride Along," and "Destroyer," often in collaboration with Matt Manfredi.
-
C.
Don Meier
Don Meier was an American television producer best known for creating the long-running wildlife documentary series "Mutual of Omaha’s Wild Kingdom."
-
D.
Matt Shafer
Matt Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
E.
Peter Molyneux
Peter Molyneux is a British video game designer and producer best known for creating influential titles such as Populous, Black & White, and the Fable series.
- 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e91d1484819098ee6b2efb5316a5 |
completed | April 9, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4cc76b10c8190962b21c4cad6ce8f |
completed | April 19, 2026, 12:37 p.m. |
| NEDg | Description generation | batch_69e4d9eb79608190b7ed108906f4e2bf |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4df50eebc8190a4fe0aba7dc9fa62 |
completed | April 19, 2026, 1:57 p.m. |
Created at: April 8, 2026, 9:31 p.m.