Triple
T2889651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spacemacs |
E59586
|
entity |
| Predicate | supportsPackageManager |
P11904
|
FINISHED |
| Object |
GNU ELPA
GNU ELPA is the official GNU Emacs Lisp Package Archive, providing a curated collection of free software packages for the Emacs editor.
|
E308603
|
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: GNU ELPA | Statement: [Spacemacs, supportsPackageManager, GNU ELPA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GNU ELPA Context triple: [Spacemacs, supportsPackageManager, GNU ELPA]
-
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.
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.
Eshell
Eshell is a powerful, Emacs-integrated command shell written in Emacs Lisp that provides a Unix-like shell environment tightly coupled with Emacs features and workflows.
-
D.
Gnus
Gnus is a flexible and extensible message reader for news and email, tightly integrated with the Emacs text editor.
-
E.
GNU Project
The GNU Project is a free software initiative that created many core components of the GNU/Linux operating system and pioneered the modern free software movement.
- 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: GNU ELPA Triple: [Spacemacs, supportsPackageManager, GNU ELPA]
Generated description
GNU ELPA is the official GNU Emacs Lisp Package Archive, providing a curated collection of free software packages for the Emacs editor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GNU ELPA Target entity description: GNU ELPA is the official GNU Emacs Lisp Package Archive, providing a curated collection of free software packages for the Emacs editor.
-
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.
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.
Eshell
Eshell is a powerful, Emacs-integrated command shell written in Emacs Lisp that provides a Unix-like shell environment tightly coupled with Emacs features and workflows.
-
D.
Gnus
Gnus is a flexible and extensible message reader for news and email, tightly integrated with the Emacs text editor.
-
E.
GNU Project
The GNU Project is a free software initiative that created many core components of the GNU/Linux operating system and pioneered the modern free software movement.
- 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_69ab4ac739188190a112f42a5a69c951 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abe04a68ac8190aaeafe52138beb74 |
completed | March 7, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b03179d7448190bcdbea164856aaa2 |
completed | March 10, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_69b03f0c5bac81909aa21d5963a86c92 |
completed | March 10, 2026, 3:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b044c1ea3c8190a9ae7c1431d3a3f2 |
completed | March 10, 2026, 4:20 p.m. |
Created at: March 6, 2026, 10:04 p.m.