Triple
T12432459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pharo Smalltalk |
E297064
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Glamorous Toolkit tools (GT tools)
Glamorous Toolkit tools (GT tools) is a moldable development environment and set of powerful, interactive tools for exploring, analyzing, and manipulating software systems within Pharo Smalltalk.
|
E980995
|
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: Glamorous Toolkit tools (GT tools) | Statement: [Pharo Smalltalk, hasComponent, Glamorous Toolkit tools (GT tools)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Glamorous Toolkit tools (GT tools) Context triple: [Pharo Smalltalk, hasComponent, Glamorous Toolkit tools (GT tools)]
-
A.
Gluon GUI
Gluon GUI is a graphical user interface client for Plastic SCM that provides an easy, visual way to manage version control tasks.
-
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 development library
PyGObject is a Python module that provides bindings for GObject-based libraries, enabling developers to build GNOME and GTK applications in Python.
-
D.
GEM (Graphics Environment Manager)
GEM (Graphics Environment Manager) is a graphical user interface and desktop environment developed by Digital Research in the 1980s, best known for providing the windowed GUI on Atari ST computers.
-
E.
Eye of GNOME
Eye of GNOME is the default image viewer for the GNOME desktop environment, providing a simple interface for viewing and basic manipulation of image files.
- 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: Glamorous Toolkit tools (GT tools) Triple: [Pharo Smalltalk, hasComponent, Glamorous Toolkit tools (GT tools)]
Generated description
Glamorous Toolkit tools (GT tools) is a moldable development environment and set of powerful, interactive tools for exploring, analyzing, and manipulating software systems within Pharo Smalltalk.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Glamorous Toolkit tools (GT tools) Target entity description: Glamorous Toolkit tools (GT tools) is a moldable development environment and set of powerful, interactive tools for exploring, analyzing, and manipulating software systems within Pharo Smalltalk.
-
A.
Gluon GUI
Gluon GUI is a graphical user interface client for Plastic SCM that provides an easy, visual way to manage version control tasks.
-
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 development library
PyGObject is a Python module that provides bindings for GObject-based libraries, enabling developers to build GNOME and GTK applications in Python.
-
D.
GEM (Graphics Environment Manager)
GEM (Graphics Environment Manager) is a graphical user interface and desktop environment developed by Digital Research in the 1980s, best known for providing the windowed GUI on Atari ST computers.
-
E.
Eye of GNOME
Eye of GNOME is the default image viewer for the GNOME desktop environment, providing a simple interface for viewing and basic manipulation of image files.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d7f2fd08190ab959742dbd8f9c0 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6349d29c481909a37fd386cc06575 |
completed | May 2, 2026, 5:30 p.m. |
| NEDg | Description generation | batch_69f635c3782c8190ad9a1f7e3aa9748a |
completed | May 2, 2026, 5:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f636d727a08190882eec3fd664b64d |
completed | May 2, 2026, 5:39 p.m. |
Created at: April 8, 2026, 9:55 p.m.