Triple

T23045919
Position Surface form Disambiguated ID Type / Status
Subject Paul Graham E573876 entity
Predicate notableWork P4 FINISHED
Object "Hackers & Painters: Big Ideas from the Computer Age" — NE NERFINISHED

How this triple was built (3 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: "Hackers & Painters: Big Ideas from the Computer Age" | Statement: [Paul Graham, notableWork, "Hackers & Painters: Big Ideas from the Computer Age"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Hackers & Painters: Big Ideas from the Computer Age"
Context triple: [Paul Graham, notableWork, "Hackers & Painters: Big Ideas from the Computer Age"]
  • A. 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.
  • B. The New Hacker's Dictionary
    The New Hacker's Dictionary is a comprehensive lexicon and cultural guide to hacker slang, folklore, and traditions, compiled and edited by Eric S. Raymond.
  • 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. The Mythical Man-Month
    The Mythical Man-Month is a classic software engineering book by Fred Brooks that explores the challenges of large-scale software projects and famously argues that adding manpower to a late project makes it later.
  • 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. 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: "Hackers & Painters: Big Ideas from the Computer Age"
Target entity description: "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.
  • A. 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.
  • B. The New Hacker's Dictionary
    The New Hacker's Dictionary is a comprehensive lexicon and cultural guide to hacker slang, folklore, and traditions, compiled and edited by Eric S. Raymond.
  • 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. The Mythical Man-Month
    The Mythical Man-Month is a classic software engineering book by Fred Brooks that explores the challenges of large-scale software projects and famously argues that adding manpower to a late project makes it later.
  • 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. chosen

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_69e245b9c11481909d06c872214d21af completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f185192754819093a87d23371e7bbc completed April 29, 2026, 4:12 a.m.
Created at: April 17, 2026, 3:54 p.m.