Triple
T12157636
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ralph Johnson |
E289617
|
entity |
| Predicate | notableWork |
P4
|
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: [Ralph Johnson, notableWork, 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: [Ralph Johnson, notableWork, 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.
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.
-
D.
Analysis Patterns: Reusable Object Models
Analysis Patterns: Reusable Object Models is a software engineering book by Martin Fowler that presents recurring object-oriented design solutions for modeling complex business domains.
-
E.
"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.
- 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915c277e481908351bf4e664dda42 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a837a5881908c600be0be334269 |
completed | May 2, 2026, 2:30 p.m. |
Created at: April 8, 2026, 9:50 p.m.