Triple
T4555437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CakePHP |
E120466
|
entity |
| Predicate | followsPattern |
P8151
|
FINISHED |
| Object | Model-View-Controller |
E182232
|
NE FINISHED |
How this triple was built (3 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-View-Controller | Statement: [CakePHP, followsPattern, Model-View-Controller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Model-View-Controller Context triple: [CakePHP, followsPattern, Model-View-Controller]
-
A.
Model-View-Controller
chosen
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.
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.
-
D.
MVVM
MVVM (Model–View–ViewModel) is a software architectural pattern that separates an application's user interface from its business logic and data models to improve testability, maintainability, and modularity.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: followsPattern Context triple: [CakePHP, followsPattern, Model-View-Controller]
-
A.
hasPattern
chosen
Indicates that one entity exhibits, follows, or is characterized by a specific recurring form, structure, or design defined by another entity.
-
B.
followsFrom
Indicates that one fact, event, or state logically or causally results from, is implied by, or comes as a consequence of another.
-
C.
includesMatch
Indicates that one entity contains or encompasses a particular match or matching instance of another entity.
-
D.
followsElementType
Indicates that one element type comes directly after another element type in a defined order or sequence.
-
E.
supportsPatternType
Indicates that one entity is compatible with, or capable of handling, a specified pattern type.
- F. None of above.
Provenance (4 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_69bd4636f1648190a701445c2fcd9c17 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd5813af948190b10b02dadf6496bf |
completed | March 20, 2026, 2:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdc57d59f88190857cbda79caf3c38 |
completed | March 20, 2026, 10:09 p.m. |
| PD | Predicate disambiguation | batch_69bd5223423c81908317351b58cff5f5 |
completed | March 20, 2026, 1:56 p.m. |
Created at: March 20, 2026, 1:09 p.m.