Triple

T10827191
Position Surface form Disambiguated ID Type / Status
Subject Yukihiro Matsumoto E255523 entity
Predicate knownFor P22 FINISHED
Object Ruby programming language
Ruby is a high-level, dynamically typed, object-oriented programming language designed for programmer happiness and productivity, widely known for its elegant syntax and use in web development through the Ruby on Rails framework.
E886833 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 programming language | Statement: [Yukihiro Matsumoto, knownFor, Ruby programming language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ruby programming language
Context triple: [Yukihiro Matsumoto, knownFor, Ruby programming language]
  • A. Ruby
    Ruby is a character from the children's animated television series "Dot.," which follows a young tech-savvy girl and her friends as they explore the world using technology and curiosity.
  • B. Ruby
    Ruby is a character in John Grisham’s legal thriller "The Street Lawyer," playing a role in the novel’s exploration of homelessness, justice, and moral responsibility.
  • C. Ruby
    Ruby is the titular woman in the country song "Ruby, Don’t Take Your Love to Town," known for contemplating leaving her disabled veteran husband for another man.
  • D. Ruby
    Ruby is a central character in August Wilson’s play "King Hedley II," depicted as a complex, resilient woman whose past choices and strained family relationships drive much of the drama’s emotional conflict.
  • E. Ruby
    Ruby is a translucent deep-red color used as one of the signature case options for Apple’s original iMac G3 computers.
  • 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 programming language
Triple: [Yukihiro Matsumoto, knownFor, Ruby programming language]
Generated description
Ruby is a high-level, dynamically typed, object-oriented programming language designed for programmer happiness and productivity, widely known for its elegant syntax and use in web development through the Ruby on Rails framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ruby programming language
Target entity description: Ruby is a high-level, dynamically typed, object-oriented programming language designed for programmer happiness and productivity, widely known for its elegant syntax and use in web development through the Ruby on Rails framework.
  • A. Ruby
    Ruby is a character from the children's animated television series "Dot.," which follows a young tech-savvy girl and her friends as they explore the world using technology and curiosity.
  • B. Ruby
    Ruby is a character in John Grisham’s legal thriller "The Street Lawyer," playing a role in the novel’s exploration of homelessness, justice, and moral responsibility.
  • C. Ruby
    Ruby is the titular woman in the country song "Ruby, Don’t Take Your Love to Town," known for contemplating leaving her disabled veteran husband for another man.
  • D. Ruby
    Ruby is a central character in August Wilson’s play "King Hedley II," depicted as a complex, resilient woman whose past choices and strained family relationships drive much of the drama’s emotional conflict.
  • E. Ruby
    Ruby is a translucent deep-red color used as one of the signature case options for Apple’s original iMac G3 computers.
  • 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d734d2b9f88190b79a7b168d7836c8 completed April 9, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69de8592d8f08190ac577395ad7cc557 completed April 14, 2026, 6:21 p.m.
NEDg Description generation batch_69de8956d9f081909d076c5e413c1f74 completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8e80fe80819088ac76bb5abc58f0 completed April 14, 2026, 6:59 p.m.
Created at: April 8, 2026, 9:19 p.m.