Triple
T8609564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PyGObject |
E203882
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
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.
|
E745806
|
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: GNOME development library | Statement: [PyGObject, category, GNOME development library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GNOME development library Context triple: [PyGObject, category, GNOME development library]
-
A.
GTK
GTK is a widely used open-source toolkit for creating graphical user interfaces, best known for powering applications in the GNOME desktop environment.
-
B.
GTK (for graphical interface)
GTK is a widely used open-source toolkit for creating graphical user interfaces, particularly on Linux and other Unix-like operating systems.
-
C.
GNOME desktop environment
The GNOME desktop environment is a popular, user-friendly and modern graphical desktop interface for Unix-like operating systems, emphasizing simplicity, accessibility, and integration.
-
D.
GNOME Shell
GNOME Shell is the core graphical user interface and desktop environment component of the GNOME project, providing the primary user experience on many Linux-based systems.
-
E.
GNOME Core Applications
GNOME Core Applications are the default suite of essential, tightly integrated desktop programs designed to provide a consistent user experience within the GNOME desktop environment.
- 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: GNOME development library Triple: [PyGObject, category, GNOME development library]
Generated description
PyGObject is a Python module that provides bindings for GObject-based libraries, enabling developers to build GNOME and GTK applications in Python.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GNOME development library Target entity description: PyGObject is a Python module that provides bindings for GObject-based libraries, enabling developers to build GNOME and GTK applications in Python.
-
A.
GTK
GTK is a widely used open-source toolkit for creating graphical user interfaces, best known for powering applications in the GNOME desktop environment.
-
B.
GTK (for graphical interface)
GTK is a widely used open-source toolkit for creating graphical user interfaces, particularly on Linux and other Unix-like operating systems.
-
C.
GNOME desktop environment
The GNOME desktop environment is a popular, user-friendly and modern graphical desktop interface for Unix-like operating systems, emphasizing simplicity, accessibility, and integration.
-
D.
GNOME Shell
GNOME Shell is the core graphical user interface and desktop environment component of the GNOME project, providing the primary user experience on many Linux-based systems.
-
E.
GNOME Core Applications
GNOME Core Applications are the default suite of essential, tightly integrated desktop programs designed to provide a consistent user experience within the GNOME desktop environment.
- 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_69ca832c23e4819095a9f3eea4a21828 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc46ed77588190a872d22d9d1f7429 |
completed | March 31, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea90dd93081908140ac0ce23be820 |
completed | April 2, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69ceaa2c34308190a3bc7717012fea9d |
completed | April 2, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceaae76d188190932826c9fd9f7f5f |
completed | April 2, 2026, 5:44 p.m. |
Created at: March 30, 2026, 6:25 p.m.