Triple
T18015543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flask-Login |
E430988
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | Flask-Principal |
—
|
NE NERFINISHED |
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: Flask-Principal | Statement: [Flask-Login, integratesWith, Flask-Principal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flask-Principal Context triple: [Flask-Login, integratesWith, Flask-Principal]
-
A.
Flask-Security
Flask-Security is a Flask extension that provides a unified, high-level interface for handling authentication, authorization, user registration, and role management in web applications.
-
B.
Flask-Login
Flask-Login is a Flask extension that simplifies user session management by handling user authentication, login tracking, and access control in web applications.
-
C.
Flask-Admin
Flask-Admin is a popular Flask extension that provides a flexible, customizable administrative interface for managing application data and models.
-
D.
FLASK security architecture
FLASK security architecture is a flexible, fine-grained access control framework originally developed for the Flask microkernel to support mandatory access control policies and later used as the foundation for systems like SELinux.
-
E.
Flask-RESTful
Flask-RESTful is a popular Flask extension that simplifies building RESTful APIs by providing tools for request parsing, input validation, and structured resource routing.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flask-Principal Target entity description: Flask-Principal is an authorization extension for the Flask web framework that provides role- and permission-based access control on top of existing authentication solutions.
-
A.
Flask-Security
Flask-Security is a Flask extension that provides a unified, high-level interface for handling authentication, authorization, user registration, and role management in web applications.
-
B.
Flask-Login
Flask-Login is a Flask extension that simplifies user session management by handling user authentication, login tracking, and access control in web applications.
-
C.
Flask-Admin
Flask-Admin is a popular Flask extension that provides a flexible, customizable administrative interface for managing application data and models.
-
D.
FLASK security architecture
FLASK security architecture is a flexible, fine-grained access control framework originally developed for the Flask microkernel to support mandatory access control policies and later used as the foundation for systems like SELinux.
-
E.
Flask-RESTful
Flask-RESTful is a popular Flask extension that simplifies building RESTful APIs by providing tools for request parsing, input validation, and structured resource routing.
- F. None of above. chosen
Provenance (2 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b523f588819097389e067dda7f23 |
completed | April 19, 2026, 10:57 a.m. |
Created at: April 10, 2026, 10:24 a.m.