Triple

T477742
Position Surface form Disambiguated ID Type / Status
Subject GNU Emacs E9097 entity
Predicate influenced P9 FINISHED
Object Doom Emacs
Doom Emacs is a fast, modular, and highly-configurable Emacs distribution that provides a modern, Vim-inspired editing experience with curated defaults and packages.
 E59587 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: Doom Emacs | Statement: [GNU Emacs, influenced, Doom Emacs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doom Emacs
Context triple: [GNU Emacs, influenced, Doom Emacs]
  • A. GNU Emacs
    GNU Emacs is a highly extensible, customizable text editor and computing environment that serves as a flagship project of the GNU system and the free software movement.
  • B. Visual Studio Code
    Visual Studio Code is a popular, lightweight, cross-platform source-code editor from Microsoft that supports extensive extensions and debugging features for many programming languages.
  • C. Emacs Lisp (for GNU Emacs environment)
    Emacs Lisp is a dialect of the Lisp programming language used as the extension and scripting language of the GNU Emacs text editor.
  • D. Lazarus IDE
    Lazarus IDE is a free, open-source cross-platform integrated development environment that uses the Free Pascal compiler to create native applications with a Delphi-like visual component library.
  • E. Dracut
    Dracut is a town in northeastern Massachusetts, United States, known for its suburban character and proximity to the city of Lowell.
  • 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: Doom Emacs
Triple: [GNU Emacs, influenced, Doom Emacs]
Generated description
Doom Emacs is a fast, modular, and highly-configurable Emacs distribution that provides a modern, Vim-inspired editing experience with curated defaults and packages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doom Emacs
Target entity description: Doom Emacs is a fast, modular, and highly-configurable Emacs distribution that provides a modern, Vim-inspired editing experience with curated defaults and packages.
  • A. GNU Emacs
    GNU Emacs is a highly extensible, customizable text editor and computing environment that serves as a flagship project of the GNU system and the free software movement.
  • B. Visual Studio Code
    Visual Studio Code is a popular, lightweight, cross-platform source-code editor from Microsoft that supports extensive extensions and debugging features for many programming languages.
  • C. Emacs Lisp (for GNU Emacs environment)
    Emacs Lisp is a dialect of the Lisp programming language used as the extension and scripting language of the GNU Emacs text editor.
  • D. Lazarus IDE
    Lazarus IDE is a free, open-source cross-platform integrated development environment that uses the Free Pascal compiler to create native applications with a Delphi-like visual component library.
  • E. Dracut
    Dracut is a town in northeastern Massachusetts, United States, known for its suburban character and proximity to the city of Lowell.
  • 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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f03f3fbc81909af6e4496d5e6c2a completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a46804b90881908422851eeb9bbba1 completed March 1, 2026, 4:23 p.m.
NEDg Description generation batch_69a46901d5c08190af7ea8b01206505c completed March 1, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69a4696c35c08190890e8159983e2efb completed March 1, 2026, 4:29 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.