Triple

T17675362
Position Surface form Disambiguated ID Type / Status
Subject Action View E440629 entity
Predicate developedBy P73 FINISHED
Object Ruby on Rails core team
The Ruby on Rails core team is the group of maintainers and lead contributors responsible for designing, developing, and stewarding the Ruby on Rails web application framework and its key components.
 E1283916 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: Ruby on Rails core team | Statement: [Action View, developedBy, Ruby on Rails core team]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ruby on Rails core team
Context triple: [Action View, developedBy, Ruby on Rails core team]
  • A. RSpec core team
    The RSpec core team is the group of maintainers responsible for developing and overseeing the core components of the RSpec testing framework for Ruby.
  • B. Ruby core team
    The Ruby core team is the group of developers responsible for maintaining and evolving the official Ruby programming language implementation and its core features.
  • C. Hanami core team
    The Hanami core team is the group of developers responsible for designing, building, and maintaining the Hanami Ruby web framework and its core components.
  • D. 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.
  • E. David Heinemeier Hansson
    David Heinemeier Hansson is a Danish programmer, entrepreneur, and author best known as the creator of the Ruby on Rails web framework and co-founder of the software company Basecamp.
  • 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: Ruby on Rails core team
Triple: [Action View, developedBy, Ruby on Rails core team]
Generated description
The Ruby on Rails core team is the group of maintainers and lead contributors responsible for designing, developing, and stewarding the Ruby on Rails web application framework and its key components.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ruby on Rails core team
Target entity description: The Ruby on Rails core team is the group of maintainers and lead contributors responsible for designing, developing, and stewarding the Ruby on Rails web application framework and its key components.
  • A. RSpec core team
    The RSpec core team is the group of maintainers responsible for developing and overseeing the core components of the RSpec testing framework for Ruby.
  • B. Ruby core team
    The Ruby core team is the group of developers responsible for maintaining and evolving the official Ruby programming language implementation and its core features.
  • C. Hanami core team
    The Hanami core team is the group of developers responsible for designing, building, and maintaining the Hanami Ruby web framework and its core components.
  • D. 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.
  • E. David Heinemeier Hansson
    David Heinemeier Hansson is a Danish programmer, entrepreneur, and author best known as the creator of the Ruby on Rails web framework and co-founder of the software company Basecamp.
  • 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_6a023016caf4819092c676c0105dcfd4 completed May 11, 2026, 7:37 p.m.
NEDg Description generation batch_6a02309eb7ac81908133a41136fbaac5 completed May 11, 2026, 7:40 p.m.
NED2 Entity disambiguation (via description) batch_6a02313b69888190935d7c95ab273ec1 completed May 11, 2026, 7:42 p.m.
Created at: April 10, 2026, 10 a.m.