Triple
T4555524
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Slim Framework |
E120467
|
entity |
| Predicate | ecosystem |
P964
|
FINISHED |
| Object |
Slim Twig-View
Slim Twig-View is an extension for the Slim PHP framework that integrates the Twig templating engine to render views in Slim applications.
|
E452844
|
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 Twig-View | Statement: [Slim Framework, ecosystem, Slim Twig-View]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Slim Twig-View Context triple: [Slim Framework, ecosystem, Slim Twig-View]
-
A.
Slim Framework
Slim Framework is a lightweight PHP micro-framework designed for building simple yet powerful web applications and APIs with minimal overhead.
-
B.
Velocity templates
Velocity templates are text-based templates used with the Apache Velocity engine to generate dynamic content, typically for web pages, emails, or code.
-
C.
Handlebars
Handlebars is a popular logic-less templating engine for JavaScript that enables clean, readable templates with embedded expressions for dynamic HTML generation.
-
D.
SlimBrowser
SlimBrowser is a lightweight, tabbed web browser for Windows that was originally built on Internet Explorer’s Trident rendering engine and focuses on speed, customization, and privacy features.
-
E.
Jinja2
Jinja2 is a popular Python templating engine used to generate dynamic HTML and other text-based formats, known for its Django-inspired syntax and integration with web frameworks like Flask.
- 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 Twig-View Triple: [Slim Framework, ecosystem, Slim Twig-View]
Generated description
Slim Twig-View is an extension for the Slim PHP framework that integrates the Twig templating engine to render views in Slim applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Slim Twig-View Target entity description: Slim Twig-View is an extension for the Slim PHP framework that integrates the Twig templating engine to render views in Slim applications.
-
A.
Slim Framework
Slim Framework is a lightweight PHP micro-framework designed for building simple yet powerful web applications and APIs with minimal overhead.
-
B.
Velocity templates
Velocity templates are text-based templates used with the Apache Velocity engine to generate dynamic content, typically for web pages, emails, or code.
-
C.
Handlebars
Handlebars is a popular logic-less templating engine for JavaScript that enables clean, readable templates with embedded expressions for dynamic HTML generation.
-
D.
SlimBrowser
SlimBrowser is a lightweight, tabbed web browser for Windows that was originally built on Internet Explorer’s Trident rendering engine and focuses on speed, customization, and privacy features.
-
E.
Jinja2
Jinja2 is a popular Python templating engine used to generate dynamic HTML and other text-based formats, known for its Django-inspired syntax and integration with web frameworks like Flask.
- 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.