Triple

T264658
Position Surface form Disambiguated ID Type / Status
Subject GitHub E5697 entity
Predicate hasService P182 FINISHED
Object GitHub Actions
GitHub Actions is GitHub’s integrated CI/CD and automation platform that lets developers build, test, and deploy code directly from their repositories using customizable workflows.
E5697 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: GitHub Actions | Statement: [GitHub, hasService, GitHub Actions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GitHub Actions
Context triple: [GitHub, hasService, GitHub Actions]
  • A. 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.
  • B. ChatGPT Enterprise
    ChatGPT Enterprise is OpenAI’s business-grade version of ChatGPT, offering enhanced security, admin controls, and scalable access to advanced AI capabilities for organizations.
  • C. Channelside
    Channelside is a waterfront entertainment and residential district in downtown Tampa, Florida, known for its restaurants, nightlife, and proximity to the cruise port.
  • D. AppDynamics
    AppDynamics is an application performance monitoring and observability company that provides tools to track, analyze, and optimize the performance of software applications and IT infrastructure.
  • E. F Reactor
    F Reactor was one of the early plutonium production reactors at the Hanford Site in Washington, built during the Manhattan Project to support the U.S. nuclear weapons program.
  • 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: GitHub Actions
Triple: [GitHub, hasService, GitHub Actions]
Generated description
GitHub Actions is GitHub’s integrated CI/CD and automation platform that lets developers build, test, and deploy code directly from their repositories using customizable workflows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GitHub Actions
Target entity description: GitHub Actions is GitHub’s integrated CI/CD and automation platform that lets developers build, test, and deploy code directly from their repositories using customizable workflows.
  • A. GitHub chosen
    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.
  • B. ChatGPT Enterprise
    ChatGPT Enterprise is OpenAI’s business-grade version of ChatGPT, offering enhanced security, admin controls, and scalable access to advanced AI capabilities for organizations.
  • C. Channelside
    Channelside is a waterfront entertainment and residential district in downtown Tampa, Florida, known for its restaurants, nightlife, and proximity to the cruise port.
  • D. AppDynamics
    AppDynamics is an application performance monitoring and observability company that provides tools to track, analyze, and optimize the performance of software applications and IT infrastructure.
  • E. F Reactor
    F Reactor was one of the early plutonium production reactors at the Hanford Site in Washington, built during the Manhattan Project to support the U.S. nuclear weapons program.
  • 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_69a2587daeb081909591b9d30f80a271 completed Feb. 28, 2026, 2:52 a.m.
NER Named-entity recognition batch_69a25d8f9bbc8190a13841e4de093a66 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a389ae45648190966804664bf4f861 completed March 1, 2026, 12:34 a.m.
NEDg Description generation batch_69a38a9adf4481909300cfa1fb3129cc completed March 1, 2026, 12:38 a.m.
NED2 Entity disambiguation (via description) batch_69a38aef72808190953043b9c480fada completed March 1, 2026, 12:40 a.m.
Created at: Feb. 28, 2026, 2:56 a.m.