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.