Triple
T9635170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Feathers |
E232909
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Working Effectively with Legacy Code |
E32705
|
NE FINISHED |
Disambiguation candidates (1 decision)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Working Effectively with Legacy Code Context triple: [Michael Feathers, notableWork, Working Effectively with Legacy Code]
-
A.
Working Effectively with Legacy Code
chosen
Working Effectively with Legacy Code is a widely respected software engineering book by Michael Feathers that teaches practical techniques for understanding, testing, and safely modifying existing codebases.
-
B.
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.
-
C.
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.
-
D.
The Elements of Programming Style
The Elements of Programming Style is a classic software engineering book that promotes clear, concise, and readable code through practical examples and principles.
-
E.
The Pragmatic Programmer
The Pragmatic Programmer is a highly influential software development book that offers practical advice, best practices, and philosophical guidance for writing maintainable, high-quality code and growing as a professional programmer.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69ca848940cc8190b97cec654cb3bb4a |
elicitation | completed |
| NER | batch_69cd9b2a0e2c8190ab5aaa223b1e1cde |
ner | completed |
| NED1 | batch_69d18237e2608190a3e7d45231a35efd |
ned_source_triple | completed |
Created at: March 30, 2026, 8:11 p.m.