Triple
T18529490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laravel Dusk |
E452797
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | Laravel service container |
—
|
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: Laravel service container | Statement: [Laravel Dusk, integratesWith, Laravel service container]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laravel service container Context triple: [Laravel Dusk, integratesWith, Laravel service container]
-
A.
Laravel controllers
Laravel controllers are PHP classes in the Laravel framework that group related request-handling logic, acting as the intermediary between routes, models, and views.
-
B.
Laravel routing
Laravel routing is the framework’s system for defining and handling HTTP request endpoints, mapping URLs and methods to controller actions or closures in a clean, expressive way.
-
C.
Laravel
Laravel is a popular open-source PHP web application framework known for its elegant syntax, robust tooling, and support for rapid application development.
-
D.
Laravel Spark
Laravel Spark is a commercial Laravel package that provides a ready-made SaaS application scaffolding with subscription billing, team management, and authentication features.
-
E.
Laravel Artisan
Laravel Artisan is Laravel’s built-in command-line interface that streamlines common development tasks such as running migrations, managing queues, and generating boilerplate code.
- 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: Laravel service container Target entity description: The Laravel service container is a powerful dependency injection and inversion of control container that manages class dependencies and object resolution throughout a Laravel application.
-
A.
Laravel controllers
Laravel controllers are PHP classes in the Laravel framework that group related request-handling logic, acting as the intermediary between routes, models, and views.
-
B.
Laravel routing
Laravel routing is the framework’s system for defining and handling HTTP request endpoints, mapping URLs and methods to controller actions or closures in a clean, expressive way.
-
C.
Laravel
Laravel is a popular open-source PHP web application framework known for its elegant syntax, robust tooling, and support for rapid application development.
-
D.
Laravel Spark
Laravel Spark is a commercial Laravel package that provides a ready-made SaaS application scaffolding with subscription billing, team management, and authentication features.
-
E.
Laravel Artisan
Laravel Artisan is Laravel’s built-in command-line interface that streamlines common development tasks such as running migrations, managing queues, and generating boilerplate code.
- 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e533fb940c81909d4ad9fc37f47829 |
completed | April 19, 2026, 7:58 p.m. |
Created at: April 10, 2026, 11:37 a.m.