Triple
T7936979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Model Driven Architecture |
E184309
|
entity |
| Predicate | usesConcept |
P531
|
FINISHED |
| Object | UML |
E35361
|
NE FINISHED |
How this triple was built (2 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 | Statement: [Model Driven Architecture, usesConcept, UML]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UML Context triple: [Model Driven Architecture, usesConcept, UML]
-
A.
Unified Modeling Language
chosen
Unified Modeling Language (UML) is a standardized visual modeling language used in software engineering to specify, design, and document software systems through diagrams.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69cc564a4fac8190972f9dfa7c026ea8 |
completed | March 31, 2026, 11:18 p.m. |
Created at: March 30, 2026, 5:08 p.m.