Triple

T4276350
Position Surface form Disambiguated ID Type / Status
Subject DRY principle E97054 entity
Predicate relatedTo P37 FINISHED
Object YAGNI principle
The YAGNI principle is a software development guideline that advises programmers to avoid implementing features until they are actually needed, helping reduce overengineering and unnecessary complexity.
E426641 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: YAGNI principle | Statement: [DRY principle, relatedTo, YAGNI principle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: YAGNI principle
Context triple: [DRY principle, relatedTo, YAGNI principle]
  • A. DRY principle
    The DRY (Don't Repeat Yourself) principle is a software development guideline that emphasizes reducing repetition by centralizing logic and data to improve maintainability and reduce errors.
  • B. Single Responsibility Principle
    The Single Responsibility Principle is a core object-oriented design guideline stating that a class or module should have only one reason to change, meaning it should be responsible for just a single, well-defined functionality.
  • C. Linus’s Law
    Linus’s Law is the open-source software development principle that “given enough eyeballs, all bugs are shallow,” emphasizing the power of many reviewers to quickly find and fix defects.
  • D. Dependency Inversion Principle
    The Dependency Inversion Principle is an object-oriented design guideline that promotes decoupling by having high-level and low-level modules depend on shared abstractions rather than concrete implementations.
  • E. Clean Architecture
    Clean Architecture is a software design philosophy and set of principles, popularized by Robert C. Martin, that emphasizes separation of concerns, testability, and independence from frameworks, databases, and user interfaces.
  • 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: YAGNI principle
Triple: [DRY principle, relatedTo, YAGNI principle]
Generated description
The YAGNI principle is a software development guideline that advises programmers to avoid implementing features until they are actually needed, helping reduce overengineering and unnecessary complexity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: YAGNI principle
Target entity description: The YAGNI principle is a software development guideline that advises programmers to avoid implementing features until they are actually needed, helping reduce overengineering and unnecessary complexity.
  • A. DRY principle
    The DRY (Don't Repeat Yourself) principle is a software development guideline that emphasizes reducing repetition by centralizing logic and data to improve maintainability and reduce errors.
  • B. Single Responsibility Principle
    The Single Responsibility Principle is a core object-oriented design guideline stating that a class or module should have only one reason to change, meaning it should be responsible for just a single, well-defined functionality.
  • C. Linus’s Law
    Linus’s Law is the open-source software development principle that “given enough eyeballs, all bugs are shallow,” emphasizing the power of many reviewers to quickly find and fix defects.
  • D. Dependency Inversion Principle
    The Dependency Inversion Principle is an object-oriented design guideline that promotes decoupling by having high-level and low-level modules depend on shared abstractions rather than concrete implementations.
  • E. Clean Architecture
    Clean Architecture is a software design philosophy and set of principles, popularized by Robert C. Martin, that emphasizes separation of concerns, testability, and independence from frameworks, databases, and user interfaces.
  • 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3501d677481909e7416a1d2b0008c completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7b3b52c8190ae7c05448faf5558 completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b95083088190b0c993fa2fbc954c completed March 14, 2026, 7:38 p.m.
NED2 Entity disambiguation (via description) batch_69b5b9b8afcc8190822cfd560d064590 completed March 14, 2026, 7:40 p.m.
Created at: March 12, 2026, 11:07 p.m.