Triple

T12900505
Position Surface form Disambiguated ID Type / Status
Subject GNU ELPA E308598 entity
Predicate scope P36 FINISHED
Object Emacs libraries
Emacs libraries are modular extensions written primarily in Emacs Lisp that enhance and customize the functionality of the Emacs text editor.
E1008123 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: Emacs libraries | Statement: [GNU ELPA, scope, Emacs libraries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emacs libraries
Context triple: [GNU ELPA, scope, Emacs libraries]
  • A. GNU ELPA
    GNU ELPA is the official GNU Emacs Lisp Package Archive, providing a curated collection of free software packages for the Emacs editor.
  • B. 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.
  • C. Emacs family of editors
    The Emacs family of editors is a lineage of highly extensible, customizable text editors—most notably GNU Emacs—that serve as powerful, programmable environments for text editing and software development.
  • D. 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.
  • E. XEmacs
    XEmacs is a highly customizable, extensible text editor and development environment that forked from GNU Emacs and evolved with its own features, interface enhancements, and community.
  • 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: Emacs libraries
Triple: [GNU ELPA, scope, Emacs libraries]
Generated description
Emacs libraries are modular extensions written primarily in Emacs Lisp that enhance and customize the functionality of the Emacs text editor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emacs libraries
Target entity description: Emacs libraries are modular extensions written primarily in Emacs Lisp that enhance and customize the functionality of the Emacs text editor.
  • A. GNU ELPA
    GNU ELPA is the official GNU Emacs Lisp Package Archive, providing a curated collection of free software packages for the Emacs editor.
  • B. 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.
  • C. Emacs family of editors
    The Emacs family of editors is a lineage of highly extensible, customizable text editors—most notably GNU Emacs—that serve as powerful, programmable environments for text editing and software development.
  • D. 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.
  • E. XEmacs
    XEmacs is a highly customizable, extensible text editor and development environment that forked from GNU Emacs and evolved with its own features, interface enhancements, and community.
  • 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_69d7bdf7c1f0819098102569a8d8cbf5 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97180ee708190b60a3e58c42f764f completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a56189b081909ed838addcb6d265 completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a6179cdc8190976daa1384032445 completed May 3, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6a6cbec348190a96a0194b2d6be4b completed May 3, 2026, 1:37 a.m.
Created at: April 9, 2026, 5:40 p.m.