Triple

T2792737
Position Surface form Disambiguated ID Type / Status
Subject GNU Awk E61964 entity
Predicate documentation P4310 FINISHED
Object The GNU Awk User’s Guide
The GNU Awk User’s Guide is the official manual that explains how to use the GNU implementation of the awk programming language, covering its features, syntax, and practical text-processing examples.
E61964 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: The GNU Awk User’s Guide | Statement: [GNU Awk, documentation, The GNU Awk User’s Guide]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The GNU Awk User’s Guide
Context triple: [GNU Awk, documentation, The GNU Awk User’s Guide]
  • A. GNU Awk
    GNU Awk is the GNU Project’s enhanced implementation of the AWK programming language, widely used for powerful text processing and data extraction in Unix-like environments.
  • B. "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.
  • 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. 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.
  • E. Programming Perl
    Programming Perl is a comprehensive reference and tutorial book on the Perl programming language, co-authored by its creator Larry Wall and often regarded as the definitive guide for Perl programmers.
  • 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: The GNU Awk User’s Guide
Triple: [GNU Awk, documentation, The GNU Awk User’s Guide]
Generated description
The GNU Awk User’s Guide is the official manual that explains how to use the GNU implementation of the awk programming language, covering its features, syntax, and practical text-processing examples.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The GNU Awk User’s Guide
Target entity description: The GNU Awk User’s Guide is the official manual that explains how to use the GNU implementation of the awk programming language, covering its features, syntax, and practical text-processing examples.
  • A. GNU Awk chosen
    GNU Awk is the GNU Project’s enhanced implementation of the AWK programming language, widely used for powerful text processing and data extraction in Unix-like environments.
  • B. "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.
  • 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. 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.
  • E. Programming Perl
    Programming Perl is a comprehensive reference and tutorial book on the Perl programming language, co-authored by its creator Larry Wall and often regarded as the definitive guide for Perl programmers.
  • F. None of above.

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_69ab4b7f51d881908768300ebd2fbdae completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abddd107ac81908eb1a6946834eee3 completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc65ebe788190859012e930918b05 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc6c6c620819098b76db174a6f98e completed March 10, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69afc72b2e3c8190aad78ac8924f07af completed March 10, 2026, 7:24 a.m.
Created at: March 6, 2026, 9:58 p.m.