Triple

T21674541
Position Surface form Disambiguated ID Type / Status
Subject Saul Teukolsky E534933 entity
Predicate authorOf P4244 FINISHED
Object Numerical Recipes: The Art of Scientific Computing — NE NERFINISHED

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: Numerical Recipes: The Art of Scientific Computing | Statement: [Saul Teukolsky, authorOf, Numerical Recipes: The Art of Scientific Computing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Numerical Recipes: The Art of Scientific Computing
Context triple: [Saul Teukolsky, authorOf, Numerical Recipes: The Art of Scientific Computing]
  • A. Numerical Recipes chosen
    Numerical Recipes is a widely used series of books that provides practical algorithms and explanations for numerical methods in scientific computing.
  • B. Numerical Computing with MATLAB
    Numerical Computing with MATLAB is a textbook that introduces numerical analysis concepts and algorithms through practical examples and implementations in the MATLAB programming environment.
  • C. Numerical Methods for Scientists and Engineers
    Numerical Methods for Scientists and Engineers is a classic textbook by Richard W. Hamming that introduces and explains practical computational techniques for solving mathematical problems in science and engineering.
  • D. Methods of Numerical Integration
    Methods of Numerical Integration is a comprehensive mathematical text that systematically presents and analyzes techniques for approximating definite integrals using numerical methods.
  • E. The Art of Computer Programming
    The Art of Computer Programming is Donald Knuth’s seminal multi-volume work that rigorously analyzes algorithms and data structures, widely regarded as one of the most influential and comprehensive texts in computer science.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e0c46898008190aa618a4af55bd1ee completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef8a0ed5388190b8f1932fb3f11c6a completed April 27, 2026, 4:08 p.m.
Created at: April 16, 2026, 6:41 p.m.