Triple
T7735552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martin Fowler |
E175369
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
UML Distilled
UML Distilled is a concise, widely used introductory guide to the Unified Modeling Language that focuses on the most practical and commonly applied modeling concepts in software design.
|
E684897
|
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: UML Distilled | Statement: [Martin Fowler, authorOf, UML Distilled]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UML Distilled Context triple: [Martin Fowler, authorOf, UML Distilled]
-
A.
UML for Java Programmers
UML for Java Programmers is a practical guide that teaches Java developers how to effectively apply Unified Modeling Language (UML) to design and communicate object-oriented software systems.
-
B.
Booch method
The Booch method is an early object-oriented analysis and design methodology created by Grady Booch that helped shape modern software modeling practices.
-
C.
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.
-
D.
Design Patterns: Elements of Reusable Object-Oriented Software
Design Patterns: Elements of Reusable Object-Oriented Software is a seminal software engineering book by the "Gang of Four" that catalogues foundational object-oriented design patterns widely used in software development.
-
E.
object-oriented software construction
Object-oriented Software Construction is a foundational book by Bertrand Meyer that systematically presents the principles, methods, and best practices of object-oriented software engineering.
- 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: UML Distilled Triple: [Martin Fowler, authorOf, UML Distilled]
Generated description
UML Distilled is a concise, widely used introductory guide to the Unified Modeling Language that focuses on the most practical and commonly applied modeling concepts in software design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UML Distilled Target entity description: UML Distilled is a concise, widely used introductory guide to the Unified Modeling Language that focuses on the most practical and commonly applied modeling concepts in software design.
-
A.
UML for Java Programmers
UML for Java Programmers is a practical guide that teaches Java developers how to effectively apply Unified Modeling Language (UML) to design and communicate object-oriented software systems.
-
B.
Booch method
The Booch method is an early object-oriented analysis and design methodology created by Grady Booch that helped shape modern software modeling practices.
-
C.
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.
-
D.
Design Patterns: Elements of Reusable Object-Oriented Software
Design Patterns: Elements of Reusable Object-Oriented Software is a seminal software engineering book by the "Gang of Four" that catalogues foundational object-oriented design patterns widely used in software development.
-
E.
object-oriented software construction
Object-oriented Software Construction is a foundational book by Bertrand Meyer that systematically presents the principles, methods, and best practices of object-oriented software engineering.
- 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.