Triple
T1041766
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PHP |
E22482
|
entity |
| Predicate | framework |
P2450
|
FINISHED |
| Object |
Slim Framework
Slim Framework is a lightweight PHP micro-framework designed for building simple yet powerful web applications and APIs with minimal overhead.
|
E120467
|
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: Slim Framework | Statement: [PHP, framework, Slim Framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Slim Framework Context triple: [PHP, framework, Slim Framework]
-
A.
SpaceShipTwo
SpaceShipTwo is a suborbital spaceplane developed for Virgin Galactic’s commercial space tourism program, designed to carry passengers to the edge of space for brief periods of weightlessness.
-
B.
Windsor Framework
The Windsor Framework is a post-Brexit agreement between the UK and the EU that revises the Northern Ireland Protocol to ease trade frictions while preserving an open border on the island of Ireland.
-
C.
Sugar Toolkit
Sugar Toolkit is a collection of libraries and tools used to develop educational activities and applications for the Sugar learning platform.
-
D.
Ruby on Rails
Ruby on Rails is a popular open-source web application framework that emphasizes convention over configuration and rapid development for building database-backed applications.
-
E.
Vapor (web framework)
Vapor is a popular server-side Swift web framework for building HTTP APIs, web apps, and backend services.
- 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: Slim Framework Triple: [PHP, framework, Slim Framework]
Generated description
Slim Framework is a lightweight PHP micro-framework designed for building simple yet powerful web applications and APIs with minimal overhead.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Slim Framework Target entity description: Slim Framework is a lightweight PHP micro-framework designed for building simple yet powerful web applications and APIs with minimal overhead.
-
A.
SpaceShipTwo
SpaceShipTwo is a suborbital spaceplane developed for Virgin Galactic’s commercial space tourism program, designed to carry passengers to the edge of space for brief periods of weightlessness.
-
B.
Windsor Framework
The Windsor Framework is a post-Brexit agreement between the UK and the EU that revises the Northern Ireland Protocol to ease trade frictions while preserving an open border on the island of Ireland.
-
C.
Sugar Toolkit
Sugar Toolkit is a collection of libraries and tools used to develop educational activities and applications for the Sugar learning platform.
-
D.
Ruby on Rails
Ruby on Rails is a popular open-source web application framework that emphasizes convention over configuration and rapid development for building database-backed applications.
-
E.
Vapor (web framework)
Vapor is a popular server-side Swift web framework for building HTTP APIs, web apps, and backend services.
- 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_69a493d91478819094cc01fb65564bc1 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b82f6c14819080277443ea4722dd |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bc768948190b1cda4eea93fe4b6 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3c41ab70819090084c508dbfd295 |
completed | March 7, 2026, 2:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3cbd43848190854add440753fdad |
completed | March 7, 2026, 2:57 p.m. |
Created at: March 1, 2026, 7:42 p.m.