Triple
T1565527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Pragmatic Programmer |
E33423
|
entity |
| Predicate | hasConcept |
P531
|
FINISHED |
| Object | DRY principle |
E97054
|
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: DRY principle | Statement: [The Pragmatic Programmer, hasConcept, DRY principle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DRY principle Context triple: [The Pragmatic Programmer, hasConcept, DRY principle]
-
A.
DRY principle
chosen
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.
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.
-
C.
Occam's razor
Occam's razor is a philosophical and scientific principle that advises preferring the simplest explanation that adequately accounts for all observed facts.
-
D.
Clean Code: A Handbook of Agile Software Craftsmanship
Clean Code: A Handbook of Agile Software Craftsmanship is a highly influential software engineering book by Robert C. Martin that teaches principles and practices for writing readable, maintainable, and high-quality 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_69a885f11b048190935025a035302715 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa621242188190a7e1deeada7688d8 |
completed | March 6, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad3719dfdc819085511f96f9f92dba |
completed | March 8, 2026, 8:45 a.m. |
Created at: March 4, 2026, 7:27 p.m.