Triple

T7897933
Position Surface form Disambiguated ID Type / Status
Subject gRPC E183379 entity
Predicate maintainer P2962 FINISHED
Object gRPC community
The gRPC community is a global group of contributors, users, and maintainers who collaboratively develop, support, and evolve the open-source gRPC remote procedure call framework.
 E183379 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: gRPC community | Statement: [gRPC, maintainer, gRPC community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: gRPC community
Context triple: [gRPC, maintainer, gRPC community]
  • A. gRPC
    gRPC is a high-performance, open-source remote procedure call (RPC) framework developed by Google that uses HTTP/2 and protocol buffers to enable efficient, language-agnostic communication between services.
  • B. Python community
    The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
  • C. Koa.js community
    The Koa.js community is a group of developers and contributors who collaboratively maintain and evolve the Koa web framework for Node.js.
  • D. Jupyter community
    The Jupyter community is an open, collaborative group of developers, researchers, and educators who build and maintain the Jupyter ecosystem for interactive computing and data science.
  • E. 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.
  • 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: gRPC community
Triple: [gRPC, maintainer, gRPC community]
Generated description
The gRPC community is a global group of contributors, users, and maintainers who collaboratively develop, support, and evolve the open-source gRPC remote procedure call framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: gRPC community
Target entity description: The gRPC community is a global group of contributors, users, and maintainers who collaboratively develop, support, and evolve the open-source gRPC remote procedure call framework.
  • A. gRPC chosen
    gRPC is a high-performance, open-source remote procedure call (RPC) framework developed by Google that uses HTTP/2 and protocol buffers to enable efficient, language-agnostic communication between services.
  • B. Python community
    The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
  • C. Koa.js community
    The Koa.js community is a group of developers and contributors who collaboratively maintain and evolve the Koa web framework for Node.js.
  • D. Jupyter community
    The Jupyter community is an open, collaborative group of developers, researchers, and educators who build and maintain the Jupyter ecosystem for interactive computing and data science.
  • E. 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.
  • 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_69ca828d13088190b222be7aa9f9315c completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a296db8819084c620b12f77acb5 completed March 31, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bb719a08190a0545a361f559bf7 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb5f1f864c819086d3a2b04061ead0 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb76aede388190a56e066c3302c35e completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5:01 p.m.