Triple
T12516174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU Autotools |
E299195
|
entity |
| Predicate | usedWith |
P4791
|
FINISHED |
| Object |
pkg-config
pkg-config is a helper tool used in compiling applications and libraries, providing a unified interface to query installed libraries for their compilation and linking flags.
|
E986433
|
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: pkg-config | Statement: [GNU Autotools, usedWith, pkg-config]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: pkg-config Context triple: [GNU Autotools, usedWith, pkg-config]
-
A.
Portage package manager
Portage is Gentoo Linux’s source-based package management system that automates compiling, installing, and updating software with highly customizable build options.
-
B.
pkg
pkg is FreeBSD’s modern binary package management tool used to install, upgrade, and manage software on the system.
-
C.
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.
-
D.
GNOME development library
PyGObject is a Python module that provides bindings for GObject-based libraries, enabling developers to build GNOME and GTK applications in Python.
-
E.
pamac
pamac is a graphical package management tool for Arch-based Linux distributions that simplifies installing, updating, and removing software from official repositories and the AUR.
- 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: pkg-config Triple: [GNU Autotools, usedWith, pkg-config]
Generated description
pkg-config is a helper tool used in compiling applications and libraries, providing a unified interface to query installed libraries for their compilation and linking flags.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: pkg-config Target entity description: pkg-config is a helper tool used in compiling applications and libraries, providing a unified interface to query installed libraries for their compilation and linking flags.
-
A.
Portage package manager
Portage is Gentoo Linux’s source-based package management system that automates compiling, installing, and updating software with highly customizable build options.
-
B.
pkg
pkg is FreeBSD’s modern binary package management tool used to install, upgrade, and manage software on the system.
-
C.
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.
-
D.
GNOME development library
PyGObject is a Python module that provides bindings for GObject-based libraries, enabling developers to build GNOME and GTK applications in Python.
-
E.
pamac
pamac is a graphical package management tool for Arch-based Linux distributions that simplifies installing, updating, and removing software from official repositories and the AUR.
- 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_69f64db823bc819098152a96db960b10 |
completed | May 2, 2026, 7:17 p.m. |
Created at: April 8, 2026, 9:57 p.m.