Triple

T249039
Position Surface form Disambiguated ID Type / Status
Subject Addison-Wesley E5101 entity
Predicate hasPublished P80 FINISHED
Object Design Patterns: Elements of Reusable Object-Oriented Software
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.
E32448 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: Design Patterns: Elements of Reusable Object-Oriented Software | Statement: [Addison-Wesley, hasPublished, 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: [Addison-Wesley, hasPublished, Design Patterns: Elements of Reusable Object-Oriented Software]
  • A. IEEE software engineering standards collection
    The IEEE software engineering standards collection is a comprehensive set of internationally recognized guidelines and best practices that define processes, documentation, and quality criteria across the software development lifecycle.
  • B. Cascading Style Sheets: Designing for the Web
    "Cascading Style Sheets: Designing for the Web" is a foundational book that explains the principles, syntax, and practical use of CSS for creating well-structured, visually consistent web pages.
  • C. Computer Graphics: Principles and Practice
    Computer Graphics: Principles and Practice is a foundational textbook that comprehensively covers the theory and algorithms underlying modern computer graphics.
  • D. Computer Lib / Dream Machines
    Computer Lib / Dream Machines is a pioneering 1974 book by Ted Nelson that passionately advocates for personal computing, hypertext, and user empowerment in the digital age.
  • E. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • 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: Design Patterns: Elements of Reusable Object-Oriented Software
Triple: [Addison-Wesley, hasPublished, Design Patterns: Elements of Reusable Object-Oriented Software]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Design Patterns: Elements of Reusable Object-Oriented Software
Target entity description: 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.
  • A. IEEE software engineering standards collection
    The IEEE software engineering standards collection is a comprehensive set of internationally recognized guidelines and best practices that define processes, documentation, and quality criteria across the software development lifecycle.
  • B. Cascading Style Sheets: Designing for the Web
    "Cascading Style Sheets: Designing for the Web" is a foundational book that explains the principles, syntax, and practical use of CSS for creating well-structured, visually consistent web pages.
  • C. Computer Graphics: Principles and Practice
    Computer Graphics: Principles and Practice is a foundational textbook that comprehensively covers the theory and algorithms underlying modern computer graphics.
  • D. Computer Lib / Dream Machines
    Computer Lib / Dream Machines is a pioneering 1974 book by Ted Nelson that passionately advocates for personal computing, hypertext, and user empowerment in the digital age.
  • E. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • 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_69a257c4bf688190a46ebbf411ab7473 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a25d35aa288190966b6e15af1525cb completed Feb. 28, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a37371d2548190a71a1b15d6f9ce3c completed Feb. 28, 2026, 11 p.m.
NEDg Description generation batch_69a373f650588190af71549fb7df4ae6 completed Feb. 28, 2026, 11:02 p.m.
NED2 Entity disambiguation (via description) batch_69a374a737f88190a4b2d838db12cc4e completed Feb. 28, 2026, 11:05 p.m.
Created at: Feb. 28, 2026, 2:54 a.m.