Triple
T3691195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sugar learning platform |
E78346
|
entity |
| Predicate | programmingLanguage |
P1592
|
FINISHED |
| Object |
GTK
GTK is a widely used open-source toolkit for creating graphical user interfaces, particularly known for powering the GNOME desktop environment and many Linux applications.
|
E203866
|
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: GTK | Statement: [Sugar learning platform, programmingLanguage, GTK]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GTK Context triple: [Sugar learning platform, programmingLanguage, GTK]
-
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.
WebKitGTK
WebKitGTK is the GTK-based port of the WebKit browser engine used to embed modern web content in Linux and other GTK applications.
-
D.
PyGObject
PyGObject is a Python package that provides bindings for GObject-based libraries, enabling Python applications to use the GNOME and GTK+ frameworks through the GObject Introspection system.
-
E.
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.
- 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: GTK Triple: [Sugar learning platform, programmingLanguage, GTK]
Generated description
GTK is a widely used open-source toolkit for creating graphical user interfaces, particularly known for powering the GNOME desktop environment and many Linux applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GTK Target entity description: GTK is a widely used open-source toolkit for creating graphical user interfaces, particularly known for powering the GNOME desktop environment and many Linux applications.
-
A.
GTK
chosen
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.
WebKitGTK
WebKitGTK is the GTK-based port of the WebKit browser engine used to embed modern web content in Linux and other GTK applications.
-
D.
PyGObject
PyGObject is a Python package that provides bindings for GObject-based libraries, enabling Python applications to use the GNOME and GTK+ frameworks through the GObject Introspection system.
-
E.
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.
- 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_69ad85e285a081908f8cbfa9e2ed9b75 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc4e783a88190b2837a68b8723a25 |
completed | March 8, 2026, 6:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c3c9e9c08190bd97642ccf39b172 |
completed | March 14, 2026, 2:11 a.m. |
| NEDg | Description generation | batch_69b4c78bca688190bb06f64827285790 |
completed | March 14, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c7f33dec8190b71ea08cb1d34c32 |
completed | March 14, 2026, 2:29 a.m. |
Created at: March 8, 2026, 3:26 p.m.