Triple
T4276883
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | tiangolo |
E97064
|
entity |
| Predicate | ciCdIntegration |
P8841
|
FINISHED |
| Object | GitHub Actions |
E183288
|
NE FINISHED |
How this triple was built (3 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: GitHub Actions | Statement: [tiangolo, ciCdIntegration, GitHub Actions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GitHub Actions Context triple: [tiangolo, ciCdIntegration, GitHub Actions]
-
A.
GitHub Actions
chosen
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.
-
B.
CircleCI
CircleCI is a cloud-based continuous integration and delivery platform that automates building, testing, and deploying software.
-
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.
GitHub
GitHub is a widely used web-based platform for version control and collaborative software development, built around the Git system and popular among open-source and enterprise projects.
-
E.
Azure DevOps
Azure DevOps is Microsoft's cloud-based suite of development tools and services for planning, building, testing, and delivering software collaboratively.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ciCdIntegration Context triple: [tiangolo, ciCdIntegration, GitHub Actions]
-
A.
integratedIn
Indicates that one entity is incorporated as a component or part within a larger system, structure, or context represented by another entity.
-
B.
typeOfIntegration
chosen
Indicates the specific kind or category of integration that exists or is applied between systems, components, or processes.
-
C.
deploymentSource
Indicates the origin or mechanism from which something is deployed, such as the system, process, or source responsible for initiating the deployment.
-
D.
integrationEvent
Indicates that one entity participates in or is associated with an event that combines or coordinates multiple components, systems, or processes into a unified whole.
-
E.
integratesService
Indicates that one entity connects with and enables the functionality of another service so they work together as a unified system.
- F. None of above.
Provenance (4 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501d677481909e7416a1d2b0008c |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b3b52c8190ae7c05448faf5558 |
completed | March 14, 2026, 7:32 p.m. |
| PD | Predicate disambiguation | batch_69b347faa45481908c19c29fb906dc92 |
completed | March 12, 2026, 11:10 p.m. |
Created at: March 12, 2026, 11:07 p.m.