Triple
T17674755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spec# |
E440617
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | Microsoft Visual Studio |
E5696
|
NE FINISHED |
How this triple was built (2 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: Microsoft Visual Studio | Statement: [Spec#, integratesWith, Microsoft Visual Studio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft Visual Studio Context triple: [Spec#, integratesWith, Microsoft Visual Studio]
-
A.
Visual Studio
chosen
Visual Studio is Microsoft's integrated development environment (IDE) used for building, debugging, and deploying applications across Windows, web, cloud, and mobile platforms.
-
B.
Visual Studio Code
Visual Studio Code is a popular, lightweight, cross-platform source-code editor from Microsoft that supports extensive extensions and debugging features for many programming languages.
-
C.
Microsoft DevLabs
Microsoft DevLabs is an experimental platform from Microsoft that showcases and tests early-stage developer tools and technologies.
-
D.
JetBrains Rider
JetBrains Rider is a cross-platform .NET IDE by JetBrains that combines ReSharper’s code analysis with a fast, IntelliJ-based development environment.
-
E.
Visual SourceSafe
Visual SourceSafe is a discontinued Microsoft version control system that was widely used in the 1990s and early 2000s for managing source code in small to medium-sized software projects.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8b9e87e18819087104a44dc4dc5b1 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6ba22081909e2099490c047378 |
completed | April 19, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a022323e2c08190b8a86b865a14dbbe |
completed | May 11, 2026, 6:42 p.m. |
Created at: April 10, 2026, 10 a.m.