Triple
T12516145
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU Autotools |
E299195
|
entity |
| Predicate | component |
P35
|
FINISHED |
| Object |
Autoreconf
Autoreconf is a GNU Autotools utility that automatically regenerates a project's configuration scripts and related build files by invoking the appropriate autotools in the correct order.
|
E986995
|
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: Autoreconf | Statement: [GNU Autotools, component, Autoreconf]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Autoreconf Context triple: [GNU Autotools, component, Autoreconf]
-
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.
GNU Autotools
GNU Autotools is a suite of build and configuration tools used primarily in Unix-like environments to produce portable, cross-platform software packages.
-
D.
emconfigure
emconfigure is an Emscripten helper tool that wraps the standard configure scripts to generate build configurations suitable for compiling C/C++ projects to WebAssembly or JavaScript.
-
E.
Arch Build System
Arch Build System is a collection of tools and scripts used to build, package, and distribute software for Arch Linux from source using PKGBUILDs.
- 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: Autoreconf Triple: [GNU Autotools, component, Autoreconf]
Generated description
Autoreconf is a GNU Autotools utility that automatically regenerates a project's configuration scripts and related build files by invoking the appropriate autotools in the correct order.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Autoreconf Target entity description: Autoreconf is a GNU Autotools utility that automatically regenerates a project's configuration scripts and related build files by invoking the appropriate autotools in the correct order.
-
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.
GNU Autotools
GNU Autotools is a suite of build and configuration tools used primarily in Unix-like environments to produce portable, cross-platform software packages.
-
D.
emconfigure
emconfigure is an Emscripten helper tool that wraps the standard configure scripts to generate build configurations suitable for compiling C/C++ projects to WebAssembly or JavaScript.
-
E.
Arch Build System
Arch Build System is a collection of tools and scripts used to build, package, and distribute software for Arch Linux from source using PKGBUILDs.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9541f80148190976d1d912fe155d0 |
completed | April 10, 2026, 7:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bbd58b88190baeb99380babf64f |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64ce257348190b01179773992d414 |
completed | May 2, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64da735f48190b051ce173c13e5b2 |
completed | May 2, 2026, 7:16 p.m. |
Created at: April 8, 2026, 9:57 p.m.