Triple

T17675855
Position Surface form Disambiguated ID Type / Status
Subject RSpec Story Runner E440640 entity
Predicate maintainerCommunity P55130 FINISHED
Object 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.
 E1282477 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: RSpec core team | Statement: [RSpec Story Runner, maintainerCommunity, RSpec core team]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: RSpec core team
Context triple: [RSpec Story Runner, maintainerCommunity, RSpec core team]
  • A. Elixir Core Team
    The Elixir Core Team is the group of maintainers and lead contributors responsible for designing, developing, and stewarding the Elixir programming language and its ecosystem.
  • B. Python core developers
    Python core developers are the group of trusted contributors responsible for designing, implementing, and maintaining the official Python language and its reference implementation.
  • C. Solidity core team
    The Solidity core team is the group of primary developers and maintainers responsible for designing, implementing, and evolving the Solidity smart contract programming language.
  • D. Babel core team
    The Babel core team is the group of developers responsible for designing, implementing, and maintaining the Babel JavaScript compiler and its ecosystem.
  • E. Laravel core team
    The Laravel core team is the group of developers responsible for designing, developing, and overseeing the official Laravel PHP framework and its ecosystem.
  • 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: RSpec core team
Triple: [RSpec Story Runner, maintainerCommunity, RSpec core team]
Generated description
The RSpec core team is the group of maintainers responsible for developing and overseeing the core components of the RSpec testing framework for Ruby.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: RSpec core team
Target entity description: The RSpec core team is the group of maintainers responsible for developing and overseeing the core components of the RSpec testing framework for Ruby.
  • A. Elixir Core Team
    The Elixir Core Team is the group of maintainers and lead contributors responsible for designing, developing, and stewarding the Elixir programming language and its ecosystem.
  • B. Python core developers
    Python core developers are the group of trusted contributors responsible for designing, implementing, and maintaining the official Python language and its reference implementation.
  • C. Solidity core team
    The Solidity core team is the group of primary developers and maintainers responsible for designing, implementing, and evolving the Solidity smart contract programming language.
  • D. Babel core team
    The Babel core team is the group of developers responsible for designing, implementing, and maintaining the Babel JavaScript compiler and its ecosystem.
  • E. Laravel core team
    The Laravel core team is the group of developers responsible for designing, developing, and overseeing the official Laravel PHP framework and its ecosystem.
  • 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_69d8b9e940b081908b862bb0e6e89b0d 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.