Triple

T17675343
Position Surface form Disambiguated ID Type / Status
Subject Action View E440629 entity
Predicate integratesWith P1075 FINISHED
Object Rails asset pipeline
The Rails asset pipeline is a framework feature that manages, processes, and serves static assets like JavaScript, CSS, and images in a structured, optimized way for Ruby on Rails applications.
 E1282458 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: Rails asset pipeline | Statement: [Action View, integratesWith, Rails asset pipeline]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rails asset pipeline
Context triple: [Action View, integratesWith, Rails asset pipeline]
  • A. Webpack
    Webpack is a popular JavaScript module bundler that compiles and optimizes assets such as scripts, styles, and images for modern web applications.
  • B. Ruby on Rails
    Ruby on Rails is a popular open-source web application framework that emphasizes convention over configuration and rapid development for building database-backed applications.
  • C. Rack
    Rack is a modular Ruby webserver interface that provides a minimal, standardized API for connecting web frameworks and applications to HTTP servers.
  • D. The Rack
    The Rack is a 1956 courtroom drama film about the psychological and moral aftermath of a Korean War veteran’s imprisonment and alleged collaboration with the enemy.
  • E. RubyGems
    RubyGems is the standard package management system for the Ruby programming language, used to distribute, install, and manage Ruby libraries and 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: Rails asset pipeline
Triple: [Action View, integratesWith, Rails asset pipeline]
Generated description
The Rails asset pipeline is a framework feature that manages, processes, and serves static assets like JavaScript, CSS, and images in a structured, optimized way for Ruby on Rails applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rails asset pipeline
Target entity description: The Rails asset pipeline is a framework feature that manages, processes, and serves static assets like JavaScript, CSS, and images in a structured, optimized way for Ruby on Rails applications.
  • A. Webpack
    Webpack is a popular JavaScript module bundler that compiles and optimizes assets such as scripts, styles, and images for modern web applications.
  • B. Ruby on Rails
    Ruby on Rails is a popular open-source web application framework that emphasizes convention over configuration and rapid development for building database-backed applications.
  • C. Rack
    Rack is a modular Ruby webserver interface that provides a minimal, standardized API for connecting web frameworks and applications to HTTP servers.
  • D. The Rack
    The Rack is a 1956 courtroom drama film about the psychological and moral aftermath of a Korean War veteran’s imprisonment and alleged collaboration with the enemy.
  • E. RubyGems
    RubyGems is the standard package management system for the Ruby programming language, used to distribute, install, and manage Ruby libraries and 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_69d8b9e87e18819087104a44dc4dc5b1 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46f6cca54819094ea0bed1517724e completed April 19, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_6a022325d6108190975082abcdb21ce1 completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a022759531c8190a77c5dc4e3ccaee6 completed May 11, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_6a0227ff79d881908ad190b2665bc63d completed May 11, 2026, 7:03 p.m.
Created at: April 10, 2026, 10 a.m.