Triple

T5895091
Position Surface form Disambiguated ID Type / Status
Subject Koa E131081 entity
Predicate ecosystem P964 FINISHED
Object 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.
E553127 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-router | Statement: [Koa, ecosystem, koa-router]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: koa-router
Context triple: [Koa, ecosystem, koa-router]
  • A. Cofiroute
    Cofiroute is a French toll road concession company that finances, builds, and operates motorway and tunnel infrastructure.
  • B. React Router
    React Router is a popular routing library for React applications that enables declarative, client-side navigation and URL management in single-page apps.
  • C. actix-router
    actix-router is the routing component of the Actix ecosystem, responsible for matching HTTP requests to the appropriate handlers in Rust web applications.
  • D. Vue Router
    Vue Router is the official routing library for Vue.js applications, enabling client-side navigation, nested routes, and dynamic route matching.
  • E. Express.js
    Express.js is a minimalist and flexible Node.js web application framework used to build APIs and server-side 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-router
Triple: [Koa, ecosystem, koa-router]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: koa-router
Target entity description: 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.
  • A. Cofiroute
    Cofiroute is a French toll road concession company that finances, builds, and operates motorway and tunnel infrastructure.
  • B. React Router
    React Router is a popular routing library for React applications that enables declarative, client-side navigation and URL management in single-page apps.
  • C. actix-router
    actix-router is the routing component of the Actix ecosystem, responsible for matching HTTP requests to the appropriate handlers in Rust web applications.
  • D. Vue Router
    Vue Router is the official routing library for Vue.js applications, enabling client-side navigation, nested routes, and dynamic route matching.
  • E. Express.js
    Express.js is a minimalist and flexible Node.js web application framework used to build APIs and server-side 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_69c00857439c819095950754176aa58a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c036f3364c81909353f62ca483f24f completed March 22, 2026, 6:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b1558fa48190a6ecde69c1477863 completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b2442bf881908aeaecb46463e32d completed March 23, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_69c0b2bc8b9c8190ab642d317056b1de completed March 23, 2026, 3:25 a.m.
Created at: March 22, 2026, 3:58 p.m.