Triple
T11655786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure Key Vault |
E277008
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | Azure DevOps |
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 | Statement: [Azure Key Vault, integratesWith, Azure DevOps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure DevOps Context triple: [Azure Key Vault, integratesWith, Azure DevOps]
-
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 DevTest Labs
Azure DevTest Labs is a Microsoft Azure service that helps developers and testers quickly create, manage, and cost-optimize virtual machines and environments for development and testing.
-
C.
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.
-
D.
CircleCI
CircleCI is a cloud-based continuous integration and delivery platform that automates building, testing, and deploying software.
-
E.
AWS CodePipeline
AWS CodePipeline is a fully managed continuous integration and continuous delivery (CI/CD) service that automates the build, test, and deployment phases of application release workflows.
- 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_69f0191ced188190b79de079b6890221 |
completed | April 28, 2026, 2:19 a.m. |
Created at: April 8, 2026, 9:39 p.m.