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.