Triple
T4325477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flask-WTF |
E96624
|
entity |
| Predicate | providesClass |
P32439
|
FINISHED |
| Object | FlaskForm |
E96624
|
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: FlaskForm | Statement: [Flask-WTF, providesClass, FlaskForm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FlaskForm Context triple: [Flask-WTF, providesClass, FlaskForm]
-
A.
Flask-WTF
chosen
Flask-WTF is a Flask extension that integrates WTForms to simplify web form creation, validation, and CSRF protection in Flask applications.
-
B.
Flask-Admin
Flask-Admin is a popular Flask extension that provides a flexible, customizable administrative interface for managing application data and models.
-
C.
Flask
Flask is a lightweight, flexible Python micro web framework designed for building web applications and APIs with minimal boilerplate.
-
D.
Flask
Flask is a minor but tough and pugnacious third mate aboard the whaling ship Pequod in Herman Melville’s novel "Moby-Dick."
-
E.
Flask-SQLAlchemy
Flask-SQLAlchemy is a popular Flask extension that integrates the SQLAlchemy ORM with Flask applications to simplify database configuration and usage.
- 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: providesClass Context triple: [Flask-WTF, providesClass, FlaskForm]
-
A.
supportedClass
chosen
Indicates that one entity is a class or type that is recognized, handled, or operable within the capabilities or context provided by another entity.
-
B.
providesMethodsFor
Indicates that one entity supplies or defines methods or functionalities that can be used or invoked by another entity.
-
C.
hasServiceClass
Indicates that an entity is associated with, or categorized under, a particular class or type of service.
-
D.
offeredClass
Indicates that a particular class or course is being made available or provided, typically by an institution or organization.
-
E.
isClassOf
Indicates that one entity is a class or category to which another entity belongs or is an instance of.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3512ec18481908a7b5c29b3902b53 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09861a4819086a88bb42a8ea2e4 |
completed | March 14, 2026, 9:18 p.m. |
| PD | Predicate disambiguation | batch_69b34f4bec888190987fc2631498b637 |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:13 p.m.