Triple
T2555592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Docker |
E56722
|
entity |
| Predicate | industryDomain |
P19086
|
FINISHED |
| Object |
DevOps
DevOps is a collaborative software development and IT operations approach that emphasizes automation, continuous integration and delivery, and rapid, reliable deployment of applications.
|
E276998
|
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: DevOps | Statement: [Docker, industryDomain, DevOps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DevOps Context triple: [Docker, industryDomain, DevOps]
-
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.
SRE
SRE is the Spanish acronym for Mexico’s Secretariat of Foreign Affairs, the federal ministry responsible for conducting the country’s international relations and diplomacy.
-
C.
Kubernetes
Kubernetes is an open-source container orchestration platform that automates the deployment, scaling, and management of containerized applications across clusters of machines.
-
D.
Cloud Deploy
Cloud Deploy is Google Cloud’s managed continuous delivery service for automating and managing application releases to various deployment targets such as Kubernetes clusters.
-
E.
Docker
Docker is an open-source platform that uses containerization to package, distribute, and run applications consistently across different computing environments.
- 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: DevOps Triple: [Docker, industryDomain, DevOps]
Generated description
DevOps is a collaborative software development and IT operations approach that emphasizes automation, continuous integration and delivery, and rapid, reliable deployment of applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DevOps Target entity description: DevOps is a collaborative software development and IT operations approach that emphasizes automation, continuous integration and delivery, and rapid, reliable deployment of applications.
-
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.
SRE
SRE is the Spanish acronym for Mexico’s Secretariat of Foreign Affairs, the federal ministry responsible for conducting the country’s international relations and diplomacy.
-
C.
Kubernetes
Kubernetes is an open-source container orchestration platform that automates the deployment, scaling, and management of containerized applications across clusters of machines.
-
D.
Cloud Deploy
Cloud Deploy is Google Cloud’s managed continuous delivery service for automating and managing application releases to various deployment targets such as Kubernetes clusters.
-
E.
Docker
Docker is an open-source platform that uses containerization to package, distribute, and run applications consistently across different computing environments.
- F. None of above. chosen
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_69ab4a4bfec081908039988ec4c86e28 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd8317b0481908d6d1436732253b2 |
completed | March 7, 2026, 7:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5d1ad6b4819097f1d18a12aa2b89 |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5dea244c81909bd6bcdba0edf958 |
completed | March 9, 2026, 11:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5e66a39c81909a49c272cd595c84 |
completed | March 9, 2026, 11:57 p.m. |
Created at: March 6, 2026, 9:48 p.m.