Triple

T12562214
Position Surface form Disambiguated ID Type / Status
Subject The TeXbook E295377 entity
Predicate partOfSeries P1761 FINISHED
Object Computers & Typesetting
Computers & Typesetting is Donald Knuth’s multi-volume series that comprehensively documents the TeX typesetting system and its related tools.
 E991153 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Computers & Typesetting | Statement: [The TeXbook, partOfSeries, Computers & Typesetting]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Computers & Typesetting
Context triple: [The TeXbook, partOfSeries, Computers & Typesetting]
  • A. The TeXbook
    The TeXbook is Donald Knuth’s authoritative manual and tutorial on the TeX typesetting system, widely regarded as the definitive reference for learning and using TeX.
  • B. The METAFONTbook
    The METAFONTbook is Donald Knuth’s comprehensive manual and reference guide to the METAFONT system for designing and programming digital typefaces.
  • C. TeX typesetting system
    TeX is a widely influential digital typesetting system created by Donald Knuth, renowned for its precision in mathematical and technical document preparation and its foundational role in modern computer typesetting.
  • D. Isabelle document preparation system
    The Isabelle document preparation system is a tool integrated with the Isabelle proof assistant that supports the structured authoring and typesetting of formal proofs and related documents, typically producing high-quality LaTeX/PDF output.
  • E. LaTeX User’s Guide and Reference Manual
    The LaTeX User’s Guide and Reference Manual is a comprehensive book that explains how to use the LaTeX typesetting system, covering both introductory tutorials and detailed reference material for commands and packages.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Computers & Typesetting
Target entity description: Computers & Typesetting is Donald Knuth’s multi-volume series that comprehensively documents the TeX typesetting system and its related tools.
  • A. The TeXbook
    The TeXbook is Donald Knuth’s authoritative manual and tutorial on the TeX typesetting system, widely regarded as the definitive reference for learning and using TeX.
  • B. The METAFONTbook
    The METAFONTbook is Donald Knuth’s comprehensive manual and reference guide to the METAFONT system for designing and programming digital typefaces.
  • C. TeX typesetting system
    TeX is a widely influential digital typesetting system created by Donald Knuth, renowned for its precision in mathematical and technical document preparation and its foundational role in modern computer typesetting.
  • D. Isabelle document preparation system
    The Isabelle document preparation system is a tool integrated with the Isabelle proof assistant that supports the structured authoring and typesetting of formal proofs and related documents, typically producing high-quality LaTeX/PDF output.
  • E. LaTeX User’s Guide and Reference Manual
    The LaTeX User’s Guide and Reference Manual is a comprehensive book that explains how to use the LaTeX typesetting system, covering both introductory tutorials and detailed reference material for commands and packages.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Computers & Typesetting
Triple: [The TeXbook, partOfSeries, Computers & Typesetting]
Generated description
Computers & Typesetting is Donald Knuth’s multi-volume series that comprehensively documents the TeX typesetting system and its related tools.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d6ad9cac2c81908e8a7bed82d1e21d elicitation completed
NER batch_69d95494ae1c81908b9ee14b8ef92a65 ner completed
NED1 batch_69f6558da7e0819086860bfaf394e2d8 ned_source_triple completed
NED2 batch_69f65ad4424c8190933759cca5d73c22 ned_description completed
NEDg batch_69f65a0f1b2881908a7cb21c9de1a5c2 nedg completed
Created at: April 8, 2026, 11:48 p.m.