Triple

T7977428
Position Surface form Disambiguated ID Type / Status
Subject James Rumbaugh E185480 entity
Predicate notableWork P4 FINISHED
Object Object-Oriented Modeling and Design E699658 NE FINISHED

How this triple was built (2 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: Object-Oriented Modeling and Design | Statement: [James Rumbaugh, notableWork, Object-Oriented Modeling and Design]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Object-Oriented Modeling and Design
Context triple: [James Rumbaugh, notableWork, Object-Oriented Modeling and Design]
  • A. Object-Oriented Analysis and Design with Applications
    Object-Oriented Analysis and Design with Applications is a foundational software engineering book by Grady Booch that systematically presents object-oriented concepts, methods, and practical design techniques.
  • B. Object-Oriented Software Engineering: A Use Case Driven Approach
    Object-Oriented Software Engineering: A Use Case Driven Approach is a foundational software engineering textbook by Ivar Jacobson that popularized use-case–driven, object-oriented analysis and design methods.
  • C. Object Modeling Technique
    Object Modeling Technique (OMT) is an early object-oriented analysis and design methodology that introduced structured notations for modeling systems, helping lay the groundwork for what became the Unified Modeling Language (UML).
  • D. object-oriented software construction
    Object-oriented Software Construction is a foundational book by Bertrand Meyer that systematically presents the principles, methods, and best practices of object-oriented software engineering.
  • E. book "Object-Oriented Modeling and Design" chosen
    "Object-Oriented Modeling and Design" is a foundational software engineering textbook that systematically presents object-oriented analysis and design principles, methods, and notations.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca829851908190b4e03829353ee7c3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3bf716508190b4245bd5d89ae8c4 completed March 31, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63b72c508190b0ad8acf975c1527 completed April 1, 2026, 12:15 a.m.
Created at: March 30, 2026, 5:14 p.m.