Triple

T22374948
Position Surface form Disambiguated ID Type / Status
Subject koa-bodyparser E553128 entity
Predicate relatedTo P37 FINISHED
Object koa-compose
koa-compose is a small JavaScript utility for Koa that combines multiple middleware functions into a single composed middleware function to streamline request handling.
E1532499 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: koa-compose | Statement: [koa-bodyparser, relatedTo, koa-compose]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: koa-compose
Context triple: [koa-bodyparser, relatedTo, koa-compose]
  • A. koa-router
    koa-router is a popular routing middleware for the Koa web framework that provides URL routing, route parameters, and middleware composition for building Node.js APIs and web applications.
  • B. Koa web framework
    Koa is a minimalist, modern Node.js web framework designed by TJ Holowaychuk to provide a smaller, more expressive, and robust foundation for web applications and APIs using async functions.
  • C. koa-logger
    koa-logger is a middleware package for the Koa web framework that provides concise, customizable HTTP request logging for Node.js applications.
  • D. koa-static
    koa-static is a middleware package for the Koa web framework that serves static files such as HTML, CSS, JavaScript, and images from a specified directory.
  • E. Webpack
    Webpack is a popular JavaScript module bundler that compiles and optimizes assets such as scripts, styles, and images for modern web 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: koa-compose
Triple: [koa-bodyparser, relatedTo, koa-compose]
Generated description
koa-compose is a small JavaScript utility for Koa that combines multiple middleware functions into a single composed middleware function to streamline request handling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: koa-compose
Target entity description: koa-compose is a small JavaScript utility for Koa that combines multiple middleware functions into a single composed middleware function to streamline request handling.
  • A. koa-router
    koa-router is a popular routing middleware for the Koa web framework that provides URL routing, route parameters, and middleware composition for building Node.js APIs and web applications.
  • B. Koa web framework
    Koa is a minimalist, modern Node.js web framework designed by TJ Holowaychuk to provide a smaller, more expressive, and robust foundation for web applications and APIs using async functions.
  • C. koa-logger
    koa-logger is a middleware package for the Koa web framework that provides concise, customizable HTTP request logging for Node.js applications.
  • D. koa-static
    koa-static is a middleware package for the Koa web framework that serves static files such as HTML, CSS, JavaScript, and images from a specified directory.
  • E. Webpack
    Webpack is a popular JavaScript module bundler that compiles and optimizes assets such as scripts, styles, and images for modern web 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_69e11e4c03248190a26a5060ea6973ee completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15807cb748190abd9adc08ca1ad4f completed April 29, 2026, 12:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae06e23dc8190b20d951ea908c6c8 completed May 18, 2026, 9:48 a.m.
NEDg Description generation batch_6a0ae1b572748190a31b34e64a40f57d completed May 18, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0ae26aaa8081908b255e39fb91dcb2 completed May 18, 2026, 9:56 a.m.
Created at: April 16, 2026, 8:45 p.m.