Triple

T6389511
Position Surface form Disambiguated ID Type / Status
Subject Ian Stewart E143784 entity
Predicate notableWork P4 FINISHED
Object Game, Set and Math
Game, Set and Math is a popular mathematics book by Ian Stewart that uses games, puzzles, and recreational problems to explore a wide range of mathematical ideas in an accessible way.
E589560 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, Set and Math | Statement: [Ian Stewart, notableWork, Game, Set and Math]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Game, Set and Math
Context triple: [Ian Stewart, notableWork, Game, Set and Math]
  • A. Mathematical Games
    "Mathematical Games" is a long-running Scientific American column by Martin Gardner that popularized recreational mathematics and puzzles for a broad audience.
  • B. Numbers on the Boards
    "Numbers on the Boards" is a minimalist, hard-hitting hip-hop track by Pusha T known for its stark production and boastful, technically sharp lyricism.
  • C. Winning Ways for your Mathematical Plays
    Winning Ways for your Mathematical Plays is a multi-volume book on combinatorial game theory that popularizes and systematically explores mathematical games and their underlying structures.
  • D. Values of the Game
    Values of the Game is a reflective book by former U.S. senator and NBA player Bill Bradley that uses basketball stories to explore character, ethics, and life lessons.
  • E. The Dots and Boxes Game: Sophisticated Child's Play
    "The Dots and Boxes Game: Sophisticated Child's Play" is a mathematical analysis of the classic pencil-and-paper game Dots and Boxes, exploring its underlying combinatorial game theory and advanced strategies.
  • 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, Set and Math
Triple: [Ian Stewart, notableWork, Game, Set and Math]
Generated description
Game, Set and Math is a popular mathematics book by Ian Stewart that uses games, puzzles, and recreational problems to explore a wide range of mathematical ideas in an accessible way.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Game, Set and Math
Target entity description: Game, Set and Math is a popular mathematics book by Ian Stewart that uses games, puzzles, and recreational problems to explore a wide range of mathematical ideas in an accessible way.
  • A. Mathematical Games
    "Mathematical Games" is a long-running Scientific American column by Martin Gardner that popularized recreational mathematics and puzzles for a broad audience.
  • B. Numbers on the Boards
    "Numbers on the Boards" is a minimalist, hard-hitting hip-hop track by Pusha T known for its stark production and boastful, technically sharp lyricism.
  • C. Winning Ways for your Mathematical Plays
    Winning Ways for your Mathematical Plays is a multi-volume book on combinatorial game theory that popularizes and systematically explores mathematical games and their underlying structures.
  • D. Values of the Game
    Values of the Game is a reflective book by former U.S. senator and NBA player Bill Bradley that uses basketball stories to explore character, ethics, and life lessons.
  • E. The Dots and Boxes Game: Sophisticated Child's Play
    "The Dots and Boxes Game: Sophisticated Child's Play" is a mathematical analysis of the classic pencil-and-paper game Dots and Boxes, exploring its underlying combinatorial game theory and advanced strategies.
  • 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_69c008db906c819096f3597d55d95432 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0686cc6d481909c62a29a84a4ce8e completed March 22, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638868d4481908611530d0bc8e286 completed March 27, 2026, 7:57 a.m.
NEDg Description generation batch_69c639320a608190bc1123fe00ac1f9a completed March 27, 2026, 8 a.m.
NED2 Entity disambiguation (via description) batch_69c639f9916c8190a1a9f0284198aebd completed March 27, 2026, 8:04 a.m.
Created at: March 22, 2026, 4:34 p.m.