Triple

T7665014
Position Surface form Disambiguated ID Type / Status
Subject John Vlissides E173603 entity
Predicate coAuthorOf P2389 FINISHED
Object Design Patterns: Elements of Reusable Object-Oriented Software E32448 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: Design Patterns: Elements of Reusable Object-Oriented Software | Statement: [John Vlissides, coAuthorOf, Design Patterns: Elements of Reusable Object-Oriented Software]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Design Patterns: Elements of Reusable Object-Oriented Software
Context triple: [John Vlissides, coAuthorOf, Design Patterns: Elements of Reusable Object-Oriented Software]
  • A. Design Patterns: Elements of Reusable Object-Oriented Software chosen
    Design Patterns: Elements of Reusable Object-Oriented Software is a seminal software engineering book by the "Gang of Four" that catalogues foundational object-oriented design patterns widely used in software development.
  • B. Pattern Hatching: Design Patterns Applied
    Pattern Hatching: Design Patterns Applied is a follow-up book to the original Design Patterns that offers practical insights, case studies, and reflections on applying object-oriented design patterns in real-world software development.
  • C. "Implementation Patterns"
    "Implementation Patterns" is a software development book by Kent Beck that distills practical coding techniques and design practices for writing clear, maintainable object-oriented code, particularly in Java.
  • D. "Smalltalk Best Practice Patterns"
    "Smalltalk Best Practice Patterns" is a highly regarded software engineering book by Kent Beck that distills practical, idiomatic techniques for writing clear, maintainable Smalltalk code.
  • E. Refactoring: Improving the Design of Existing Code
    "Refactoring: Improving the Design of Existing Code" is a seminal software engineering book by Martin Fowler that systematically defines refactoring techniques to improve code structure while preserving behavior.
  • 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_69c699562484819086752091e3164a27 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701bfb67c81908b416802eaf0faac completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a2206664819085c6825e63eadd6f completed March 29, 2026, 3:53 a.m.
Created at: March 27, 2026, 4 p.m.