Triple

T1496467
Position Surface form Disambiguated ID Type / Status
Subject Tim O'Reilly E29697 entity
Predicate notableWork P4 FINISHED
Object "Unix Text Processing"
"Unix Text Processing" is a classic technical book that teaches practical techniques for manipulating and formatting text on Unix systems using tools like sed, awk, and troff.
E170572 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: "Unix Text Processing" | Statement: [Tim O'Reilly, notableWork, "Unix Text Processing"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Unix Text Processing"
Context triple: [Tim O'Reilly, notableWork, "Unix Text Processing"]
  • A. The Art of Unix Programming
    The Art of Unix Programming is a book that explores the philosophy, design principles, and culture of Unix software development, emphasizing simplicity, modularity, and the Unix way.
  • B. Bravo text editor
    Bravo text editor was an early WYSIWYG word processing program developed at Xerox PARC that pioneered many modern graphical text-editing concepts.
  • C. GNU Grep
    GNU Grep is the GNU Project’s free, open-source implementation of the grep command-line utility used for fast text searching and pattern matching in files.
  • D. GNU Core Utilities
    GNU Core Utilities is a collection of essential command-line tools for Unix-like operating systems, providing fundamental file, text, and shell utilities widely used in GNU/Linux systems.
  • E. The GNU Manifesto
    The GNU Manifesto is Richard Stallman’s foundational essay outlining the philosophy, goals, and rationale for the free software movement and the GNU Project.
  • 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: "Unix Text Processing"
Triple: [Tim O'Reilly, notableWork, "Unix Text Processing"]
Generated description
"Unix Text Processing" is a classic technical book that teaches practical techniques for manipulating and formatting text on Unix systems using tools like sed, awk, and troff.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Unix Text Processing"
Target entity description: "Unix Text Processing" is a classic technical book that teaches practical techniques for manipulating and formatting text on Unix systems using tools like sed, awk, and troff.
  • A. The Art of Unix Programming
    The Art of Unix Programming is a book that explores the philosophy, design principles, and culture of Unix software development, emphasizing simplicity, modularity, and the Unix way.
  • B. Bravo text editor
    Bravo text editor was an early WYSIWYG word processing program developed at Xerox PARC that pioneered many modern graphical text-editing concepts.
  • C. GNU Grep
    GNU Grep is the GNU Project’s free, open-source implementation of the grep command-line utility used for fast text searching and pattern matching in files.
  • D. GNU Core Utilities
    GNU Core Utilities is a collection of essential command-line tools for Unix-like operating systems, providing fundamental file, text, and shell utilities widely used in GNU/Linux systems.
  • E. The GNU Manifesto
    The GNU Manifesto is Richard Stallman’s foundational essay outlining the philosophy, goals, and rationale for the free software movement and the GNU Project.
  • 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_69a498dba1d8819093b46a3a8d2485f1 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6edca248190a90205799b270058 completed March 1, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1cadb50481908788b5710f6012db completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1deb982481908f542c233c9352ab completed March 8, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69ad1e79aecc8190a4c7d0f30fdc7e63 completed March 8, 2026, 7 a.m.
Created at: March 1, 2026, 8:12 p.m.