Triple
T1636059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Unified Modeling Language |
E35361
|
entity |
| Predicate | relatedStandard |
P37
|
FINISHED |
| Object |
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.
|
E184309
|
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: Model Driven Architecture | Statement: [Unified Modeling Language, relatedStandard, Model Driven Architecture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Model Driven Architecture Context triple: [Unified Modeling Language, relatedStandard, Model Driven Architecture]
-
A.
Model-View-Controller
Model-View-Controller (MVC) is a software architectural pattern that separates an application into three interconnected components—model, view, and controller—to improve modularity, testability, and maintainability.
-
B.
MVC
MVC refers to the Missouri Valley Conference, one of the oldest NCAA Division I athletic conferences in the United States.
-
C.
Component Object Model
Component Object Model (COM) is a Microsoft software architecture and binary-interface standard that enables interprocess communication and reusable software components across different programming languages.
-
D.
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.
-
E.
Towards a New Architecture
Towards a New Architecture is a seminal 1923 architectural treatise by Le Corbusier that advocates for modernist design principles grounded in industrialization, functionalism, and new construction technologies.
- 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: Model Driven Architecture Triple: [Unified Modeling Language, relatedStandard, Model Driven Architecture]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Model Driven Architecture Target entity description: 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.
-
A.
Model-View-Controller
Model-View-Controller (MVC) is a software architectural pattern that separates an application into three interconnected components—model, view, and controller—to improve modularity, testability, and maintainability.
-
B.
MVC
MVC refers to the Missouri Valley Conference, one of the oldest NCAA Division I athletic conferences in the United States.
-
C.
Component Object Model
Component Object Model (COM) is a Microsoft software architecture and binary-interface standard that enables interprocess communication and reusable software components across different programming languages.
-
D.
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.
-
E.
Towards a New Architecture
Towards a New Architecture is a seminal 1923 architectural treatise by Le Corbusier that advocates for modernist design principles grounded in industrialization, functionalism, and new construction technologies.
- 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_69a886036bc081909ff5de16dbe5e8ea |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a17e8e08190afb78a953ab920ec |
completed | March 5, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad58dbd0608190be207ab2bcdc9eef |
completed | March 8, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69ad5a625d088190bbacbb69a0569d49 |
completed | March 8, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5ae605f88190b5e42d7cf923e9bb |
completed | March 8, 2026, 11:17 a.m. |
Created at: March 4, 2026, 7:28 p.m.