Triple
T18529289
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laravel Scout |
E452793
|
entity |
| Predicate | ecosystem |
P964
|
FINISHED |
| Object |
Laravel ecosystem
The Laravel ecosystem is a comprehensive suite of PHP tools, libraries, and services built around the Laravel framework that streamlines web application development, deployment, and maintenance.
|
E120464
|
NE FINISHED |
How this triple was built (4 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 ecosystem | Statement: [Laravel Scout, ecosystem, Laravel ecosystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laravel ecosystem Context triple: [Laravel Scout, ecosystem, Laravel ecosystem]
-
A.
Laravel
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 developers
Laravel developers are software engineers who specialize in building web applications using the Laravel PHP framework and its ecosystem of tools and packages.
-
C.
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.
-
D.
Laravel core team
The Laravel core team is the group of developers responsible for designing, developing, and overseeing the official Laravel PHP framework and its ecosystem.
-
E.
Laravel Nova
Laravel Nova is a premium, customizable administration panel and dashboard tool designed specifically for managing Laravel-based applications.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Laravel ecosystem Triple: [Laravel Scout, ecosystem, Laravel ecosystem]
Generated description
The Laravel ecosystem is a comprehensive suite of PHP tools, libraries, and services built around the Laravel framework that streamlines web application development, deployment, and maintenance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laravel ecosystem Target entity description: The Laravel ecosystem is a comprehensive suite of PHP tools, libraries, and services built around the Laravel framework that streamlines web application development, deployment, and maintenance.
-
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 developers
Laravel developers are software engineers who specialize in building web applications using the Laravel PHP framework and its ecosystem of tools and packages.
-
C.
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.
-
D.
Laravel core team
The Laravel core team is the group of developers responsible for designing, developing, and overseeing the official Laravel PHP framework and its ecosystem.
-
E.
Laravel Nova
Laravel Nova is a premium, customizable administration panel and dashboard tool designed specifically for managing Laravel-based applications.
- F. None of above.
Provenance (5 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_69e533fad2d081908395914d6a6b4eb1 |
completed | April 19, 2026, 7:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049ad34a648190b551ef7e93cf0d22 |
completed | May 13, 2026, 3:37 p.m. |
| NEDg | Description generation | batch_6a04a0f470ac8190a0a8561bf1b288df |
completed | May 13, 2026, 4:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04a1cce5cc8190b75dbc17354bde5a |
completed | May 13, 2026, 4:07 p.m. |
Created at: April 10, 2026, 11:37 a.m.