Triple
T7936948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grady Booch |
E184308
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
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.
|
E699662
|
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: The Unified Modeling Language User Guide | Statement: [Grady Booch, hasWritten, The Unified Modeling Language User Guide]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Unified Modeling Language User Guide Context triple: [Grady Booch, hasWritten, The Unified Modeling Language User Guide]
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
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.
- 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: The Unified Modeling Language User Guide Triple: [Grady Booch, hasWritten, The Unified Modeling Language User Guide]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Unified Modeling Language User Guide Target entity description: 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.
-
A.
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.
-
B.
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.
-
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.
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.
-
E.
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.
- 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_69ca8290c21c8190906a5ca6fe2b03c4 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3aef2394819086eea1f6ab117aed |
completed | March 31, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5c0a96ac819099ad30fb925eb329 |
completed | March 31, 2026, 5:30 a.m. |
| NEDg | Description generation | batch_69cb7634f4dc8190b5e537f24bccd651 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb67e77a48190b93c6ba61becfac4 |
completed | March 31, 2026, 11:56 a.m. |
Created at: March 30, 2026, 5:08 p.m.