Triple
T11653961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure portal |
E276971
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | Azure DevOps (via extensions and links) |
E182243
|
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: Azure DevOps (via extensions and links) | Statement: [Azure portal, integratesWith, Azure DevOps (via extensions and links)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure DevOps (via extensions and links) Context triple: [Azure portal, integratesWith, Azure DevOps (via extensions and links)]
-
A.
Azure DevOps
chosen
Azure DevOps is Microsoft's cloud-based suite of development tools and services for planning, building, testing, and delivering software collaboratively.
-
B.
Azure Artifacts
Azure Artifacts is a cloud-based package management service in Azure DevOps that hosts and shares packages like NuGet, npm, Maven, and Python feeds for development teams.
-
C.
GitHub Actions
GitHub Actions is GitHub’s native CI/CD and automation platform that lets developers build, test, and deploy code directly from their repositories using event-driven workflows.
-
D.
Azure Functions Core Tools
Azure Functions Core Tools is a cross-platform command-line toolset for creating, running, debugging, and deploying Azure Functions locally and to the cloud.
-
E.
Azure Cloud Shell
Azure Cloud Shell is a browser-based, authenticated shell environment in the Azure portal that lets users manage Azure resources using tools like PowerShell and Bash without local installation.
- 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_69d6aafbb3c081908a9cdb4ecb8d981d |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a3cee010819089cffdbefe5a6efb |
completed | April 10, 2026, 7:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee880eccc4819096e2b3305cdb3239 |
completed | April 26, 2026, 9:47 p.m. |
Created at: April 8, 2026, 9:39 p.m.