Triple
T14793151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Design by Contract |
E347705
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
.NET Code Contracts
.NET Code Contracts is a Microsoft framework for specifying and checking preconditions, postconditions, and object invariants in .NET programs to improve correctness and reliability.
|
E1121500
|
NE FINISHED |
How this triple was built (4 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: .NET Code Contracts | Statement: [Design by Contract, influenced, .NET Code Contracts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: .NET Code Contracts Context triple: [Design by Contract, influenced, .NET Code Contracts]
-
A.
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.
-
B.
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.
-
C.
.NET Base Class Library
The .NET Base Class Library is a core collection of reusable types and APIs that provide fundamental functionality (such as collections, I/O, networking, and threading) for all .NET languages and applications.
-
D.
.NET languages
.NET languages are a family of programming languages, such as C#, F#, and Visual Basic .NET, designed to run on the Microsoft .NET platform and share a common runtime and libraries.
-
E.
System.Diagnostics.ConditionalAttribute
System.Diagnostics.ConditionalAttribute is a C# attribute that conditionally includes or omits method calls in compiled code based on the presence of a specified compilation symbol.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: .NET Code Contracts Triple: [Design by Contract, influenced, .NET Code Contracts]
Generated description
.NET Code Contracts is a Microsoft framework for specifying and checking preconditions, postconditions, and object invariants in .NET programs to improve correctness and reliability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: .NET Code Contracts Target entity description: .NET Code Contracts is a Microsoft framework for specifying and checking preconditions, postconditions, and object invariants in .NET programs to improve correctness and reliability.
-
A.
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.
-
B.
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.
-
C.
.NET Base Class Library
The .NET Base Class Library is a core collection of reusable types and APIs that provide fundamental functionality (such as collections, I/O, networking, and threading) for all .NET languages and applications.
-
D.
.NET languages
.NET languages are a family of programming languages, such as C#, F#, and Visual Basic .NET, designed to run on the Microsoft .NET platform and share a common runtime and libraries.
-
E.
System.Diagnostics.ConditionalAttribute
System.Diagnostics.ConditionalAttribute is a C# attribute that conditionally includes or omits method calls in compiled code based on the presence of a specified compilation symbol.
- F. None of above. chosen
Provenance (5 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_69d822ea8b7c819097dfadf3d45545e6 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decd5ec43c8190ad7a10a556519bb0 |
completed | April 14, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe388fc0e08190a758a1e0a4140909 |
completed | May 8, 2026, 7:25 p.m. |
| NEDg | Description generation | batch_69fe3ac39e508190a7b8b6cc3b4e3798 |
completed | May 8, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe3b6c6154819089ba8882b5de3873 |
completed | May 8, 2026, 7:37 p.m. |
Created at: April 10, 2026, 1:31 a.m.