Triple
T2752754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Smalltalk |
E61024
|
entity |
| Predicate | notableImplementation |
P102
|
FINISHED |
| Object |
VA Smalltalk
VA Smalltalk is a commercial, enterprise-focused implementation of the Smalltalk programming language known for its robust development tools and long-standing use in business-critical applications.
|
E295379
|
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: VA Smalltalk | Statement: [Smalltalk, notableImplementation, VA Smalltalk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: VA Smalltalk Context triple: [Smalltalk, notableImplementation, VA Smalltalk]
-
A.
GNU Smalltalk
GNU Smalltalk is a free, open-source implementation of the Smalltalk programming language that emphasizes scripting and command-line use while remaining compatible with traditional Smalltalk environments.
-
B.
Smalltalk
Smalltalk is an influential object-oriented, dynamically typed programming language and environment known for pioneering many concepts in modern software development, including graphical user interfaces and integrated development environments.
-
C.
Squeak programming system
The Squeak programming system is an open-source, multimedia-capable implementation of the Smalltalk language designed for educational use, rapid prototyping, and exploratory programming.
-
D.
VisualWorks
VisualWorks is a prominent commercial implementation of the Smalltalk programming language, known for its powerful development environment and cross-platform capabilities.
-
E.
ObjectStudio
ObjectStudio is a commercial Smalltalk development environment and IDE, historically known for its strong Windows integration and enterprise application support.
- 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: VA Smalltalk Triple: [Smalltalk, notableImplementation, VA Smalltalk]
Generated description
VA Smalltalk is a commercial, enterprise-focused implementation of the Smalltalk programming language known for its robust development tools and long-standing use in business-critical applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: VA Smalltalk Target entity description: VA Smalltalk is a commercial, enterprise-focused implementation of the Smalltalk programming language known for its robust development tools and long-standing use in business-critical applications.
-
A.
GNU Smalltalk
GNU Smalltalk is a free, open-source implementation of the Smalltalk programming language that emphasizes scripting and command-line use while remaining compatible with traditional Smalltalk environments.
-
B.
Smalltalk
Smalltalk is an influential object-oriented, dynamically typed programming language and environment known for pioneering many concepts in modern software development, including graphical user interfaces and integrated development environments.
-
C.
Squeak programming system
The Squeak programming system is an open-source, multimedia-capable implementation of the Smalltalk language designed for educational use, rapid prototyping, and exploratory programming.
-
D.
VisualWorks
chosen
VisualWorks is a prominent commercial implementation of the Smalltalk programming language, known for its powerful development environment and cross-platform capabilities.
-
E.
ObjectStudio
ObjectStudio is a commercial Smalltalk development environment and IDE, historically known for its strong Windows integration and enterprise application support.
- 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_69ab4b7a85bc819094a349b84beb1f2c |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb6ed9c08190824d1866e198ef80 |
completed | March 7, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc03e69508190b55a4ad83fca3a45 |
completed | March 10, 2026, 6:54 a.m. |
| NEDg | Description generation | batch_69afc0e092848190889e85f017a7832c |
completed | March 10, 2026, 6:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc159d0908190b4afe1a6b122076e |
completed | March 10, 2026, 6:59 a.m. |
Created at: March 6, 2026, 9:56 p.m.