Triple

T17568380
Position Surface form Disambiguated ID Type / Status
Subject actix-router E427874 entity
Predicate integratesWith P1075 FINISHED
Object actix-service
actix-service is a Rust library that provides a lightweight, composable service abstraction used as the foundation for building asynchronous middleware and request handling in the Actix ecosystem.
 E1277133 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: actix-service | Statement: [actix-router, integratesWith, actix-service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: actix-service
Context triple: [actix-router, integratesWith, actix-service]
  • A. actix-http
    actix-http is a low-level HTTP library in the Actix ecosystem that provides the core HTTP protocol handling and primitives used by the Actix Web framework.
  • B. actix-web
    actix-web is a powerful, asynchronous web framework for the Rust programming language, known for its high performance and strong type safety.
  • 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. Akka HTTP
    Akka HTTP is a toolkit for building asynchronous, high-performance HTTP-based services and clients on the JVM, leveraging Akka’s actor and streaming capabilities.
  • E. tokio
    Tokio is a popular asynchronous runtime and ecosystem for the Rust programming language, providing tools for writing fast, reliable, non-blocking 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: actix-service
Triple: [actix-router, integratesWith, actix-service]
Generated description
actix-service is a Rust library that provides a lightweight, composable service abstraction used as the foundation for building asynchronous middleware and request handling in the Actix ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: actix-service
Target entity description: actix-service is a Rust library that provides a lightweight, composable service abstraction used as the foundation for building asynchronous middleware and request handling in the Actix ecosystem.
  • A. actix-http
    actix-http is a low-level HTTP library in the Actix ecosystem that provides the core HTTP protocol handling and primitives used by the Actix Web framework.
  • B. actix-web
    actix-web is a powerful, asynchronous web framework for the Rust programming language, known for its high performance and strong type safety.
  • 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. Akka HTTP
    Akka HTTP is a toolkit for building asynchronous, high-performance HTTP-based services and clients on the JVM, leveraging Akka’s actor and streaming capabilities.
  • E. tokio
    Tokio is a popular asynchronous runtime and ecosystem for the Rust programming language, providing tools for writing fast, reliable, non-blocking 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_69d889e0385081908a04b66f4dd4bd0d completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4592f29d08190bc3de905d35af849 completed April 19, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01dde400508190ab91b0ccfbffa726 completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01dfef61fc8190810d31c91195c205 completed May 11, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_6a01e0a5f2188190b4a8604d197c6ac8 completed May 11, 2026, 1:59 p.m.
Created at: April 10, 2026, 5:50 a.m.