Triple
T2792587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU Autoconf |
E61961
|
entity |
| Predicate | documentation |
P4310
|
FINISHED |
| Object |
Autoconf Manual on gnu.org
The Autoconf Manual on gnu.org is the official GNU reference and user guide explaining how to use and write portable configuration scripts with GNU Autoconf.
|
E61961
|
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: Autoconf Manual on gnu.org | Statement: [GNU Autoconf, documentation, Autoconf Manual on gnu.org]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Autoconf Manual on gnu.org Context triple: [GNU Autoconf, documentation, Autoconf Manual on gnu.org]
-
A.
GNU Autoconf
GNU Autoconf is a build configuration tool that automatically generates portable shell scripts to configure software packages for compilation on diverse Unix-like systems.
-
B.
GNU Automake
GNU Automake is a build system tool that automatically generates portable Makefiles for software packages, following GNU coding and packaging standards.
-
C.
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.
-
D.
GNU libtool
GNU libtool is a generic library support script that simplifies the process of creating and using shared and static libraries in a portable way across different Unix-like systems.
-
E.
Gentoo Handbook
The Gentoo Handbook is the official, comprehensive installation and configuration guide for the Gentoo Linux distribution, covering everything from initial setup to system administration.
- 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: Autoconf Manual on gnu.org Triple: [GNU Autoconf, documentation, Autoconf Manual on gnu.org]
Generated description
The Autoconf Manual on gnu.org is the official GNU reference and user guide explaining how to use and write portable configuration scripts with GNU Autoconf.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Autoconf Manual on gnu.org Target entity description: The Autoconf Manual on gnu.org is the official GNU reference and user guide explaining how to use and write portable configuration scripts with GNU Autoconf.
-
A.
GNU Autoconf
chosen
GNU Autoconf is a build configuration tool that automatically generates portable shell scripts to configure software packages for compilation on diverse Unix-like systems.
-
B.
GNU Automake
GNU Automake is a build system tool that automatically generates portable Makefiles for software packages, following GNU coding and packaging standards.
-
C.
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.
-
D.
GNU libtool
GNU libtool is a generic library support script that simplifies the process of creating and using shared and static libraries in a portable way across different Unix-like systems.
-
E.
Gentoo Handbook
The Gentoo Handbook is the official, comprehensive installation and configuration guide for the Gentoo Linux distribution, covering everything from initial setup to system administration.
- 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.