Triple

T799204
Position Surface form Disambiguated ID Type / Status
Subject Donald E. Knuth E17089 entity
Predicate notableWork P4 FINISHED
Object Things a Computer Scientist Rarely Talks About
Things a Computer Scientist Rarely Talks About is a reflective book by Donald E. Knuth in which he discusses the philosophical, spiritual, and personal dimensions underlying his life and work in computer science.
E94989 NE FINISHED

How this triple was built (4 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: Things a Computer Scientist Rarely Talks About | Statement: [Donald E. Knuth, notableWork, Things a Computer Scientist Rarely Talks About]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Things a Computer Scientist Rarely Talks About
Context triple: [Donald E. Knuth, notableWork, Things a Computer Scientist Rarely Talks About]
  • A. 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.
  • B. The Network Is The Computer
    "The Network Is The Computer" is a famous Sun Microsystems slogan encapsulating the vision that computing power and resources are fundamentally distributed across interconnected networks rather than confined to individual machines.
  • C. Programming Pearls
    Programming Pearls is a classic computer science book by Jon Bentley that teaches practical problem-solving, algorithm design, and programming techniques through engaging essays and puzzles.
  • D. Man-Computer Symbiosis
    Man-Computer Symbiosis is a seminal 1960 essay by J. C. R. Licklider that envisioned interactive, cooperative partnerships between humans and computers, laying conceptual foundations for modern interactive computing and the internet.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
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: Things a Computer Scientist Rarely Talks About
Triple: [Donald E. Knuth, notableWork, Things a Computer Scientist Rarely Talks About]
Generated description
Things a Computer Scientist Rarely Talks About is a reflective book by Donald E. Knuth in which he discusses the philosophical, spiritual, and personal dimensions underlying his life and work in computer science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Things a Computer Scientist Rarely Talks About
Target entity description: Things a Computer Scientist Rarely Talks About is a reflective book by Donald E. Knuth in which he discusses the philosophical, spiritual, and personal dimensions underlying his life and work in computer science.
  • A. 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.
  • B. The Network Is The Computer
    "The Network Is The Computer" is a famous Sun Microsystems slogan encapsulating the vision that computing power and resources are fundamentally distributed across interconnected networks rather than confined to individual machines.
  • C. Programming Pearls
    Programming Pearls is a classic computer science book by Jon Bentley that teaches practical problem-solving, algorithm design, and programming techniques through engaging essays and puzzles.
  • D. Man-Computer Symbiosis
    Man-Computer Symbiosis is a seminal 1960 essay by J. C. R. Licklider that envisioned interactive, cooperative partnerships between humans and computers, laying conceptual foundations for modern interactive computing and the internet.
  • E. 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.
  • F. None of above. chosen

Provenance (5 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7b4d9548190aad5fdf1211cf8cd completed March 1, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69a67f01cca881908c1d230048be1225 completed March 3, 2026, 6:26 a.m.
NEDg Description generation batch_69a6800b410881909d95ab4c3612b501 completed March 3, 2026, 6:30 a.m.
NED2 Entity disambiguation (via description) batch_69a680bae34481909255d07f325d97d4 completed March 3, 2026, 6:33 a.m.
Created at: March 1, 2026, 7:38 p.m.