Triple
T7735556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martin Fowler |
E175369
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
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.
|
E684900
|
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: Domain-Specific Languages | Statement: [Martin Fowler, authorOf, Domain-Specific Languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Domain-Specific Languages Context triple: [Martin Fowler, authorOf, Domain-Specific Languages]
-
A.
Programming Language Design and Implementation
Programming Language Design and Implementation is a premier annual academic conference focusing on research in programming languages and compilers, sponsored by ACM SIGPLAN.
-
B.
Practical Aspects of Declarative Languages
Practical Aspects of Declarative Languages is an academic conference focused on the practical implementation, application, and evaluation of declarative programming languages and related technologies.
-
C.
Pattern Languages of Programs conference
The Pattern Languages of Programs conference is a software engineering conference focused on the theory and practice of patterns in software design and development.
-
D.
Types and Programming Languages (research contributions)
Types and Programming Languages (research contributions) refers to Tobias Nipkow’s influential work advancing the theory and mechanization of type systems and programming language semantics, particularly through formal verification and theorem proving.
-
E.
European school of programming language design
The European school of programming language design is a tradition in computer science that emphasizes mathematically rigorous, formally defined programming languages and semantics, strongly influenced by researchers such as Adriaan van Wijngaarden.
- 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: Domain-Specific Languages Triple: [Martin Fowler, authorOf, Domain-Specific Languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Domain-Specific Languages Target entity description: 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.
-
A.
Programming Language Design and Implementation
Programming Language Design and Implementation is a premier annual academic conference focusing on research in programming languages and compilers, sponsored by ACM SIGPLAN.
-
B.
Practical Aspects of Declarative Languages
Practical Aspects of Declarative Languages is an academic conference focused on the practical implementation, application, and evaluation of declarative programming languages and related technologies.
-
C.
Pattern Languages of Programs conference
The Pattern Languages of Programs conference is a software engineering conference focused on the theory and practice of patterns in software design and development.
-
D.
Types and Programming Languages (research contributions)
Types and Programming Languages (research contributions) refers to Tobias Nipkow’s influential work advancing the theory and mechanization of type systems and programming language semantics, particularly through formal verification and theorem proving.
-
E.
European school of programming language design
The European school of programming language design is a tradition in computer science that emphasizes mathematically rigorous, formally defined programming languages and semantics, strongly influenced by researchers such as Adriaan van Wijngaarden.
- 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_69c6995e912c81909a49a2657103f786 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7033afbb881909b7ed2cc8f6c27c3 |
completed | March 27, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b53684e48190a7abda841d6cb158 |
completed | March 29, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69c8b73fbcbc8190a2f789bc89ccfef3 |
completed | March 29, 2026, 5:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8b7f98f84819098c48d55be4fc89d |
completed | March 29, 2026, 5:26 a.m. |
Created at: March 27, 2026, 4:06 p.m.