Triple

T22374704
Position Surface form Disambiguated ID Type / Status
Subject Koa E553123 entity
Predicate ecosystemPackage P105230 FINISHED
Object koa-session
koa-session is a middleware library for the Koa web framework that provides server-side session management for Node.js applications.
E1532495 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-session | Statement: [Koa, ecosystemPackage, koa-session]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: koa-session
Context triple: [Koa, ecosystemPackage, koa-session]
  • A. koa-logger
    koa-logger is a middleware package for the Koa web framework that provides concise, customizable HTTP request logging for Node.js applications.
  • B. Session API
    Session API is a core Jakarta Mail component that provides configuration and management of mail sessions for sending and receiving email in Java applications.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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-session
Triple: [Koa, ecosystemPackage, koa-session]
Generated description
koa-session is a middleware library for the Koa web framework that provides server-side session management for Node.js applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: koa-session
Target entity description: koa-session is a middleware library for the Koa web framework that provides server-side session management for Node.js applications.
  • A. koa-logger
    koa-logger is a middleware package for the Koa web framework that provides concise, customizable HTTP request logging for Node.js applications.
  • B. Session API
    Session API is a core Jakarta Mail component that provides configuration and management of mail sessions for sending and receiving email in Java applications.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69f15806b534819083716c2b090ede42 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.