Triple

T7666527
Position Surface form Disambiguated ID Type / Status
Subject Robert C. Martin series E173636 entity
Predicate hasVolume P1567 FINISHED
Object Clean Code: A Handbook of Agile Software Craftsmanship E32455 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: Clean Code: A Handbook of Agile Software Craftsmanship | Statement: [Robert C. Martin series, hasVolume, Clean Code: A Handbook of Agile Software Craftsmanship]

Disambiguation candidates (1 decision)

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: Clean Code: A Handbook of Agile Software Craftsmanship
Context triple: [Robert C. Martin series, hasVolume, Clean Code: A Handbook of Agile Software Craftsmanship]
  • A. Clean Code: A Handbook of Agile Software Craftsmanship chosen
    Clean Code: A Handbook of Agile Software Craftsmanship is a highly influential software engineering book by Robert C. Martin that teaches principles and practices for writing readable, maintainable, and high-quality code.
  • B. The Clean Coder
    The Clean Coder is a professional guide by Robert C. Martin that focuses on the ethics, discipline, and practices of being a responsible and effective software developer.
  • C. Agile Software Development, Principles, Patterns, and Practices
    "Agile Software Development, Principles, Patterns, and Practices" is a foundational software engineering book by Robert C. Martin that explains agile methodologies through object-oriented design principles, design patterns, and best practices for building maintainable code.
  • D. The Pragmatic Programmer
    The Pragmatic Programmer is a highly influential software development book that offers practical advice, best practices, and philosophical guidance for writing maintainable, high-quality code and growing as a professional programmer.
  • E. Manifesto for Software Craftsmanship
    Manifesto for Software Craftsmanship is a foundational document that promotes professionalism, technical excellence, and continuous improvement in software development as a craft.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69c699562484819086752091e3164a27 elicitation completed
NER batch_69c701c1383c8190ab5bf803bd6211a9 ner completed
NED1 batch_69c8b4f716a48190a0ca52caffc2c1c1 ned_source_triple completed
Created at: March 27, 2026, 4 p.m.