Triple
T9899182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure DevOps |
E182243
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Azure Repos
Azure Repos is a set of version control tools in Microsoft’s Azure DevOps platform that provides Git and Team Foundation Version Control (TFVC) repositories for source code management and collaboration.
|
E182243
|
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 Repos | Statement: [Azure DevOps, hasComponent, Azure Repos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure Repos Context triple: [Azure DevOps, hasComponent, Azure Repos]
-
A.
Azure DevOps
Azure DevOps is Microsoft's cloud-based suite of development tools and services for planning, building, testing, and delivering software collaboratively.
-
B.
Bitbucket
Bitbucket is a web-based platform for hosting Git repositories that provides source code management, collaboration tools, and integration with development workflows.
-
C.
GitLab
GitLab is a web-based DevOps platform that provides Git repository hosting along with integrated tools for source code management, CI/CD, and project collaboration.
-
D.
AWS CodeCommit
AWS CodeCommit is a fully managed, secure, and scalable source control service that hosts private Git repositories for software development teams.
-
E.
TFS
TFS is the IATA airport code for Tenerife South Airport, a major international gateway to Spain’s Canary Islands.
- 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 Repos Triple: [Azure DevOps, hasComponent, Azure Repos]
Generated description
Azure Repos is a set of version control tools in Microsoft’s Azure DevOps platform that provides Git and Team Foundation Version Control (TFVC) repositories for source code management and collaboration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Azure Repos Target entity description: Azure Repos is a set of version control tools in Microsoft’s Azure DevOps platform that provides Git and Team Foundation Version Control (TFVC) repositories for source code management and collaboration.
-
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.
Bitbucket
Bitbucket is a web-based platform for hosting Git repositories that provides source code management, collaboration tools, and integration with development workflows.
-
C.
GitLab
GitLab is a web-based DevOps platform that provides Git repository hosting along with integrated tools for source code management, CI/CD, and project collaboration.
-
D.
AWS CodeCommit
AWS CodeCommit is a fully managed, secure, and scalable source control service that hosts private Git repositories for software development teams.
-
E.
TFS
TFS is the IATA airport code for Tenerife South Airport, a major international gateway to Spain’s Canary Islands.
- 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_69ca82876f8081909cf75df0f99bb13f |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cdb4adc03481909e0f657db01e5bab |
completed | April 2, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eb1b9534819093c5150f1ed8f685 |
completed | April 5, 2026, 4:54 a.m. |
| NEDg | Description generation | batch_69d1ecb3e4a08190add9b971d96f331d |
completed | April 5, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1ed413edc81908177be16d5127a58 |
completed | April 5, 2026, 5:04 a.m. |
Created at: March 30, 2026, 8:40 p.m.