Triple

T9635172
Position Surface form Disambiguated ID Type / Status
Subject Working Effectively with Legacy Code E232909 entity
Predicate author P4 FINISHED
Object Michael Feathers E232909 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: Michael Feathers
Context triple: [Working Effectively with Legacy Code, author, Michael Feathers]
  • A. Michael Feathers chosen
    Michael Feathers is a software engineer, consultant, and author known for his influential work on legacy code, refactoring, and improving software design and maintainability.
  • B. Andrew Hunt
    Andrew Hunt is a prominent software developer and author best known for co-writing the influential book "The Pragmatic Programmer."
  • C. Eric Evans
    Eric Evans is a software engineer and thought leader best known for originating and popularizing the concept of Domain-Driven Design in enterprise software development.
  • D. Alex Heineman
    Alex Heineman is a film producer known for his work on the historical thriller "Operation Finale" and other feature films.
  • E. Alistair Cockburn
    Alistair Cockburn is a software development expert and one of the original signatories of the Agile Manifesto, known for his work on agile methodologies and use-case driven development.
  • 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.