Triple
T4555334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laravel |
E120464
|
entity |
| Predicate | ecosystemIncludes |
P1888
|
FINISHED |
| Object |
Laravel Vapor
Laravel Vapor is a serverless deployment platform for Laravel applications, designed to run seamlessly on AWS infrastructure with automatic scaling and simplified management.
|
E452802
|
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 Vapor | Statement: [Laravel, ecosystemIncludes, Laravel Vapor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laravel Vapor Context triple: [Laravel, ecosystemIncludes, Laravel Vapor]
-
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.
Vapor (web framework)
Vapor is a popular server-side Swift web framework for building HTTP APIs, web apps, and backend services.
-
C.
Heroku
Heroku is a cloud platform as a service (PaaS) that enables developers to build, run, and scale applications without managing underlying infrastructure.
-
D.
Cloudflare Workers
Cloudflare Workers is a serverless computing platform that lets developers run JavaScript and other code at Cloudflare’s edge network to build fast, scalable applications without managing infrastructure.
-
E.
Cloudflare Pages
Cloudflare Pages is a JAMstack-focused platform for building, deploying, and hosting static and frontend web applications directly from Git repositories on Cloudflare’s global edge network.
- 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 Vapor Triple: [Laravel, ecosystemIncludes, Laravel Vapor]
Generated description
Laravel Vapor is a serverless deployment platform for Laravel applications, designed to run seamlessly on AWS infrastructure with automatic scaling and simplified management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laravel Vapor Target entity description: Laravel Vapor is a serverless deployment platform for Laravel applications, designed to run seamlessly on AWS infrastructure with automatic scaling and simplified management.
-
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.
Vapor (web framework)
Vapor is a popular server-side Swift web framework for building HTTP APIs, web apps, and backend services.
-
C.
Heroku
Heroku is a cloud platform as a service (PaaS) that enables developers to build, run, and scale applications without managing underlying infrastructure.
-
D.
Cloudflare Workers
Cloudflare Workers is a serverless computing platform that lets developers run JavaScript and other code at Cloudflare’s edge network to build fast, scalable applications without managing infrastructure.
-
E.
Cloudflare Pages
Cloudflare Pages is a JAMstack-focused platform for building, deploying, and hosting static and frontend web applications directly from Git repositories on Cloudflare’s global edge network.
- F. None of above. chosen
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_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_69bdc57d59f88190857cbda79caf3c38 |
completed | March 20, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69bdc8a14ca88190b4104c113e150edd |
completed | March 20, 2026, 10:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdc95f7064819081c69df00a869c31 |
completed | March 20, 2026, 10:25 p.m. |
Created at: March 20, 2026, 1:09 p.m.