Triple
T8756442
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GraphQL |
E208081
|
entity |
| Predicate | hasServerImplementation |
P8615
|
FINISHED |
| Object |
graphql-ruby
graphql-ruby is a Ruby library that provides a full implementation of the GraphQL specification for building GraphQL APIs in Ruby applications.
|
E754603
|
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: graphql-ruby | Statement: [GraphQL, hasServerImplementation, graphql-ruby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: graphql-ruby Context triple: [GraphQL, hasServerImplementation, graphql-ruby]
-
A.
GraphQL
GraphQL is a query language and runtime for APIs that enables clients to request exactly the data they need from servers in a flexible, efficient way.
-
B.
RSpec
RSpec is a popular behavior-driven development (BDD) testing framework for the Ruby programming language, known for its readable, expressive syntax.
-
C.
Grok (web framework)
Grok is a Python-based web framework that emphasizes convention over configuration and rapid development, built on top of the Zope toolkit.
-
D.
Rack
Rack is a modular Ruby webserver interface that provides a minimal, standardized API for connecting web frameworks and applications to HTTP servers.
-
E.
RedwoodJS
RedwoodJS is a full-stack JavaScript/TypeScript web framework built on React, GraphQL, and Prisma, designed to streamline the development of modern, scalable applications.
- 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: graphql-ruby Triple: [GraphQL, hasServerImplementation, graphql-ruby]
Generated description
graphql-ruby is a Ruby library that provides a full implementation of the GraphQL specification for building GraphQL APIs in Ruby applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: graphql-ruby Target entity description: graphql-ruby is a Ruby library that provides a full implementation of the GraphQL specification for building GraphQL APIs in Ruby applications.
-
A.
GraphQL
GraphQL is a query language and runtime for APIs that enables clients to request exactly the data they need from servers in a flexible, efficient way.
-
B.
RSpec
RSpec is a popular behavior-driven development (BDD) testing framework for the Ruby programming language, known for its readable, expressive syntax.
-
C.
Grok (web framework)
Grok is a Python-based web framework that emphasizes convention over configuration and rapid development, built on top of the Zope toolkit.
-
D.
Rack
Rack is a modular Ruby webserver interface that provides a minimal, standardized API for connecting web frameworks and applications to HTTP servers.
-
E.
RedwoodJS
RedwoodJS is a full-stack JavaScript/TypeScript web framework built on React, GraphQL, and Prisma, designed to streamline the development of modern, scalable applications.
- 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_69ca835cd6b08190bd7c63db92f53c86 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5ee850b88190a0294bcbe4045aa3 |
completed | March 31, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf4338c0f88190a1e3f7ef164b6c6d |
completed | April 3, 2026, 4:34 a.m. |
| NEDg | Description generation | batch_69cf452b237c8190958f7b42e9611e7b |
completed | April 3, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf45e6f4108190ac6955264b466abb |
completed | April 3, 2026, 4:45 a.m. |
Created at: March 30, 2026, 6:40 p.m.