Triple

T23326829
Position Surface form Disambiguated ID Type / Status
Subject Game Changer E591314 entity
Predicate followedBy P78 FINISHED
Object Game Changer II
Game Changer II is the sequel to the original Game Changer, continuing its storyline and expanding on its themes and characters.
E1580643 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: Game Changer II | Statement: [Game Changer, followedBy, Game Changer II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Game Changer II
Context triple: [Game Changer, followedBy, Game Changer II]
  • A. Game Changer
    Game Changer is a chess book by Matthew Sadler (co-authored with Natasha Regan) that analyzes AlphaZero’s revolutionary playing style and its impact on modern chess understanding.
  • B. The Game-Changer
    "The Game-Changer" is a business and innovation strategy book, co-authored by former Procter & Gamble CEO A. G. Lafley, that outlines how companies can drive growth by making innovation a core, systematic capability.
  • C. Change the Game
    "Change the Game" is a hip-hop single by Jay-Z featuring Beanie Sigel and Memphis Bleek, known for its slick production and showcasing Roc-A-Fella Records' roster.
  • D. Quick Change
    Quick Change is a 1990 crime-comedy film co-directed by and starring Bill Murray as a mastermind bank robber whose escape from New York City goes increasingly awry.
  • E. Cool Change
    "Cool Change" is a soft rock ballad by the Australian group Little River Band, celebrated for its reflective lyrics about personal renewal and connection to nature.
  • 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: Game Changer II
Triple: [Game Changer, followedBy, Game Changer II]
Generated description
Game Changer II is the sequel to the original Game Changer, continuing its storyline and expanding on its themes and characters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Game Changer II
Target entity description: Game Changer II is the sequel to the original Game Changer, continuing its storyline and expanding on its themes and characters.
  • A. Game Changer
    Game Changer is a chess book by Matthew Sadler (co-authored with Natasha Regan) that analyzes AlphaZero’s revolutionary playing style and its impact on modern chess understanding.
  • B. The Game-Changer
    "The Game-Changer" is a business and innovation strategy book, co-authored by former Procter & Gamble CEO A. G. Lafley, that outlines how companies can drive growth by making innovation a core, systematic capability.
  • C. Change the Game
    "Change the Game" is a hip-hop single by Jay-Z featuring Beanie Sigel and Memphis Bleek, known for its slick production and showcasing Roc-A-Fella Records' roster.
  • D. Quick Change
    Quick Change is a 1990 crime-comedy film co-directed by and starring Bill Murray as a mastermind bank robber whose escape from New York City goes increasingly awry.
  • E. Cool Change
    "Cool Change" is a soft rock ballad by the Australian group Little River Band, celebrated for its reflective lyrics about personal renewal and connection to nature.
  • 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_69e25d1effe4819096907f95f610dbff completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197eaa7b88190aad2096c110dadea completed April 29, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4cac21808190b47961f670885aa1 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e7c53d0819096e33379351a3c8f completed May 19, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f26ab808190a7c1b5b73954ef0f completed May 19, 2026, 11:53 a.m.
Created at: April 17, 2026, 5:12 p.m.