Triple
T17674763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spec# |
E440617
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object | Code Contracts for .NET |
—
|
NE NERFINISHED |
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: Code Contracts for .NET | Statement: [Spec#, influenced, Code Contracts for .NET]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Code Contracts for .NET Context triple: [Spec#, influenced, Code Contracts for .NET]
-
A.
.NET Code Contracts
chosen
.NET Code Contracts is a Microsoft framework for specifying and checking preconditions, postconditions, and object invariants in .NET programs to improve correctness and reliability.
-
B.
Design by Contract
Design by Contract is a software development methodology that treats software components as parties to a formal agreement, specifying precise obligations, benefits, and invariants to improve correctness and reliability.
-
C.
Touch of Class: Learning to Program Well with Objects and Contracts
"Touch of Class: Learning to Program Well with Objects and Contracts" is a computer science textbook by Bertrand Meyer that teaches object-oriented programming and software correctness using the Design by Contract methodology.
-
D.
A Discipline for Software Engineering
"A Discipline for Software Engineering" is a book by Watts S. Humphrey that introduces and explains the Personal Software Process (PSP), a structured methodology for individual software engineers to improve the quality and predictability of their work.
-
E.
Domain-Specific Languages
Domain-Specific Languages is a technical book by Martin Fowler that explores the design, implementation, and practical use of specialized programming languages tailored to specific problem domains.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9e87e18819087104a44dc4dc5b1 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6ba22081909e2099490c047378 |
completed | April 19, 2026, 6 a.m. |
Created at: April 10, 2026, 10 a.m.