Triple
T264608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Visual Studio |
E5696
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Azure DevOps
Azure DevOps is Microsoft's cloud-based suite of development tools and services for source control, continuous integration and delivery, project tracking, and collaboration across the software lifecycle.
|
E5696
|
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: Azure DevOps | Statement: [Visual Studio, integratesWith, Azure DevOps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure DevOps Context triple: [Visual Studio, integratesWith, Azure DevOps]
-
A.
Visual Studio
Visual Studio is Microsoft's integrated development environment (IDE) used for building, debugging, and deploying applications across Windows, web, cloud, and mobile platforms.
-
B.
Oracle Cloud Infrastructure
Oracle Cloud Infrastructure is Oracle Corporation’s suite of cloud computing services that provides scalable compute, storage, networking, and platform capabilities for enterprise workloads.
-
C.
AppDynamics
AppDynamics is an application performance monitoring and observability company that provides tools to track, analyze, and optimize the performance of software applications and IT infrastructure.
-
D.
Channelside
Channelside is a waterfront entertainment and residential district in downtown Tampa, Florida, known for its restaurants, nightlife, and proximity to the cruise port.
-
E.
F Reactor
F Reactor was one of the early plutonium production reactors at the Hanford Site in Washington, built during the Manhattan Project to support the U.S. nuclear weapons program.
- 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: Azure DevOps Triple: [Visual Studio, integratesWith, Azure DevOps]
Generated description
Azure DevOps is Microsoft's cloud-based suite of development tools and services for source control, continuous integration and delivery, project tracking, and collaboration across the software lifecycle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Azure DevOps Target entity description: Azure DevOps is Microsoft's cloud-based suite of development tools and services for source control, continuous integration and delivery, project tracking, and collaboration across the software lifecycle.
-
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.
Oracle Cloud Infrastructure
Oracle Cloud Infrastructure is Oracle Corporation’s suite of cloud computing services that provides scalable compute, storage, networking, and platform capabilities for enterprise workloads.
-
C.
AppDynamics
AppDynamics is an application performance monitoring and observability company that provides tools to track, analyze, and optimize the performance of software applications and IT infrastructure.
-
D.
Channelside
Channelside is a waterfront entertainment and residential district in downtown Tampa, Florida, known for its restaurants, nightlife, and proximity to the cruise port.
-
E.
F Reactor
F Reactor was one of the early plutonium production reactors at the Hanford Site in Washington, built during the Manhattan Project to support the U.S. nuclear weapons program.
- 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_69a2587daeb081909591b9d30f80a271 |
completed | Feb. 28, 2026, 2:52 a.m. |
| NER | Named-entity recognition | batch_69a25d8f9bbc8190a13841e4de093a66 |
completed | Feb. 28, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a389ae45648190966804664bf4f861 |
completed | March 1, 2026, 12:34 a.m. |
| NEDg | Description generation | batch_69a38a9adf4481909300cfa1fb3129cc |
completed | March 1, 2026, 12:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a38aef72808190953043b9c480fada |
completed | March 1, 2026, 12:40 a.m. |
Created at: Feb. 28, 2026, 2:56 a.m.