Triple

T8030986
Position Surface form Disambiguated ID Type / Status
Subject Simon Singh E186975 entity
Predicate authorOf P4244 FINISHED
Object The Simpsons and Their Mathematical Secrets E708384 NE FINISHED

How this triple was built (2 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: The Simpsons and Their Mathematical Secrets | Statement: [Simon Singh, authorOf, The Simpsons and Their Mathematical Secrets]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Simpsons and Their Mathematical Secrets
Context triple: [Simon Singh, authorOf, The Simpsons and Their Mathematical Secrets]
  • A. The Simpsons and Their Mathematical Secrets chosen
    The Simpsons and Their Mathematical Secrets is a popular science book by Simon Singh that explores the surprising depth of mathematics hidden in episodes of the animated TV show The Simpsons (and Futurama).
  • B. Professor Stewart’s Cabinet of Mathematical Curiosities
    Professor Stewart’s Cabinet of Mathematical Curiosities is a popular science book that presents an entertaining collection of mathematical puzzles, paradoxes, anecdotes, and surprising facts aimed at a general audience.
  • C. The Great Mathematical Problems
    The Great Mathematical Problems is a popular mathematics book by Ian Stewart that explores some of the most famous unsolved and historically significant problems in mathematics for a general audience.
  • D. Letters to a Young Mathematician
    "Letters to a Young Mathematician" is a popular science book by Ian Stewart that offers personal, accessible guidance on the nature of mathematical thinking and the life of a mathematician.
  • E. How Not to Be Wrong: The Power of Mathematical Thinking
    "How Not to Be Wrong: The Power of Mathematical Thinking" is a popular mathematics book by Jordan Ellenberg that explores how mathematical ideas and reasoning illuminate everyday life, decision-making, and public policy.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca82ae2d1081909dbfee42b41db419 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3eef921081908d0ea21f142c175a completed March 31, 2026, 3:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63c911c081909751b614966d986c completed April 1, 2026, 12:16 a.m.
Created at: March 30, 2026, 5:22 p.m.