Triple
T4555331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laracon |
E120464
|
entity |
| Predicate | mainTopic |
P31
|
FINISHED |
| Object | Laravel |
E120464
|
NE FINISHED |
How this triple was built (2 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 | Statement: [Laracon, mainTopic, Laravel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laravel Context triple: [Laracon, mainTopic, Laravel]
-
A.
Laravel
chosen
Laravel is a popular open-source PHP web application framework known for its elegant syntax, robust tooling, and support for rapid application development.
-
B.
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.
-
C.
Laravel Nova
Laravel Nova is a premium, customizable administration panel and dashboard tool designed specifically for managing Laravel-based applications.
-
D.
Laravel Jetstream
Laravel Jetstream is an application scaffolding package for the Laravel framework that provides a modern, pre-built authentication and starter interface using technologies like Livewire or Inertia.js.
-
E.
Laravel Valet
Laravel Valet is a lightweight development environment for macOS that provides fast, minimal, and automatic configuration for serving PHP and Laravel applications locally.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bdd3a139f08190a0211d5848ccdfad |
completed | March 20, 2026, 11:09 p.m. |
Created at: March 20, 2026, 1:09 p.m.