Triple

T8030976
Position Surface form Disambiguated ID Type / Status
Subject Simon Singh E186975 entity
Predicate notableWork P4 FINISHED
Object Fermat's Enigma
Fermat's Enigma is a popular science book by Simon Singh that recounts the history and eventual proof of Fermat’s Last Theorem.
E708381 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: Fermat's Enigma | Statement: [Simon Singh, notableWork, Fermat's Enigma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fermat's Enigma
Context triple: [Simon Singh, notableWork, Fermat's Enigma]
  • A. The Man Who Loved Only Numbers
    The Man Who Loved Only Numbers is a popular biography of Hungarian mathematician Paul Erdős, portraying his eccentric life, prolific collaborations, and profound impact on 20th-century mathematics.
  • B. 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.
  • C. The Man Who Knew Infinity
    The Man Who Knew Infinity is a biographical drama film about Indian mathematician Srinivasa Ramanujan and his collaboration with British professor G.H. Hardy at Cambridge University.
  • D. The Solitude of Prime Numbers
    The Solitude of Prime Numbers is a bestselling Italian novel that explores the lifelong emotional isolation and fragile bond between two misfit characters whose lives intersect like “twin primes.”
  • E. Uncle Petros and Goldbach’s Conjecture
    Uncle Petros and Goldbach’s Conjecture is a novel that blends mathematical history and fiction to explore obsession, genius, and the pursuit of an unsolved problem in number theory.
  • 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: Fermat's Enigma
Triple: [Simon Singh, notableWork, Fermat's Enigma]
Generated description
Fermat's Enigma is a popular science book by Simon Singh that recounts the history and eventual proof of Fermat’s Last Theorem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fermat's Enigma
Target entity description: Fermat's Enigma is a popular science book by Simon Singh that recounts the history and eventual proof of Fermat’s Last Theorem.
  • A. The Man Who Loved Only Numbers
    The Man Who Loved Only Numbers is a popular biography of Hungarian mathematician Paul Erdős, portraying his eccentric life, prolific collaborations, and profound impact on 20th-century mathematics.
  • B. 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.
  • C. The Man Who Knew Infinity
    The Man Who Knew Infinity is a biographical drama film about Indian mathematician Srinivasa Ramanujan and his collaboration with British professor G.H. Hardy at Cambridge University.
  • D. The Solitude of Prime Numbers
    The Solitude of Prime Numbers is a bestselling Italian novel that explores the lifelong emotional isolation and fragile bond between two misfit characters whose lives intersect like “twin primes.”
  • E. Uncle Petros and Goldbach’s Conjecture
    Uncle Petros and Goldbach’s Conjecture is a novel that blends mathematical history and fiction to explore obsession, genius, and the pursuit of an unsolved problem in number theory.
  • 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_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_69cc56e812dc81908916fc7163ae344a completed March 31, 2026, 11:21 p.m.
NEDg Description generation batch_69cc58abd96c8190ab9eeaece67d5408 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cc2f71081909cb7c0c245368edb completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:22 p.m.