Triple
T14793152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Design by Contract |
E347705
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Java Modeling Language
Java Modeling Language is a behavioral interface specification language for Java that allows developers to formally specify and verify program properties such as preconditions, postconditions, and invariants.
|
E1119903
|
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: Java Modeling Language | Statement: [Design by Contract, influenced, Java Modeling Language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Java Modeling Language Context triple: [Design by Contract, influenced, Java Modeling Language]
-
A.
Eclipse Modeling Framework
Eclipse Modeling Framework is a widely used modeling and code generation framework for building structured data models and tools within the Eclipse ecosystem.
-
B.
Unified Modeling Language
Unified Modeling Language (UML) is a standardized visual modeling language used in software engineering to specify, design, and document software systems through diagrams.
-
C.
The Unified Modeling Language Reference Manual
The Unified Modeling Language Reference Manual is a comprehensive technical guide that defines and explains the UML standard for modeling software and systems.
-
D.
The Unified Modeling Language User Guide
The Unified Modeling Language User Guide is a foundational software engineering book that explains how to apply UML for modeling and designing object-oriented systems.
-
E.
Model Driven Architecture
Model Driven Architecture is a software design approach defined by the Object Management Group that focuses on creating platform-independent models which can be systematically transformed into platform-specific implementations.
- 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: Java Modeling Language Triple: [Design by Contract, influenced, Java Modeling Language]
Generated description
Java Modeling Language is a behavioral interface specification language for Java that allows developers to formally specify and verify program properties such as preconditions, postconditions, and invariants.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Java Modeling Language Target entity description: Java Modeling Language is a behavioral interface specification language for Java that allows developers to formally specify and verify program properties such as preconditions, postconditions, and invariants.
-
A.
Eclipse Modeling Framework
Eclipse Modeling Framework is a widely used modeling and code generation framework for building structured data models and tools within the Eclipse ecosystem.
-
B.
Unified Modeling Language
Unified Modeling Language (UML) is a standardized visual modeling language used in software engineering to specify, design, and document software systems through diagrams.
-
C.
The Unified Modeling Language Reference Manual
The Unified Modeling Language Reference Manual is a comprehensive technical guide that defines and explains the UML standard for modeling software and systems.
-
D.
The Unified Modeling Language User Guide
The Unified Modeling Language User Guide is a foundational software engineering book that explains how to apply UML for modeling and designing object-oriented systems.
-
E.
Model Driven Architecture
Model Driven Architecture is a software design approach defined by the Object Management Group that focuses on creating platform-independent models which can be systematically transformed into platform-specific implementations.
- 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_69fe24bea4408190975f4856cc02580e |
completed | May 8, 2026, 6 p.m. |
| NEDg | Description generation | batch_69fe25969218819090f5a6fa9b8dcbae |
completed | May 8, 2026, 6:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe2616fc688190a126dab0cb1b1892 |
completed | May 8, 2026, 6:06 p.m. |
Created at: April 10, 2026, 1:31 a.m.