Triple

T23155582
Position Surface form Disambiguated ID Type / Status
Subject Dave Thomas E578426 entity
Predicate notableWork P4 FINISHED
Object "The Pragmatic Programmer" — 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: "The Pragmatic Programmer" | Statement: [Dave Thomas, notableWork, "The Pragmatic Programmer"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "The Pragmatic Programmer"
Context triple: [Dave Thomas, notableWork, "The Pragmatic Programmer"]
  • A. The Pragmatic Programmer chosen
    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.
  • B. "Hackers & Painters: Big Ideas from the Computer Age"
    "Hackers & Painters: Big Ideas from the Computer Age" is a collection of essays exploring programming, startups, design, and the culture of hackers, written by entrepreneur and programmer Paul Graham.
  • C. The Practice of Programming
    The Practice of Programming is a widely respected book by Brian W. Kernighan and Rob Pike that teaches practical software development techniques, emphasizing clear code, debugging, testing, and performance.
  • D. Clean Code: A Handbook of Agile Software Craftsmanship
    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.
  • 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 (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_69e245fb8de081908f0eba7b5fd75bc4 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18efca1f081908ff1c34ba25f40c3 completed April 29, 2026, 4:54 a.m.
Created at: April 17, 2026, 4:01 p.m.