Triple

T4555525
Position Surface form Disambiguated ID Type / Status
Subject Slim Framework E120467 entity
Predicate ecosystem P964 FINISHED
Object Slim PHP-View
Slim PHP-View is a lightweight PHP template renderer designed to integrate seamlessly with the Slim Framework for simple, flexible view handling.
 E452845 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 PHP-View | Statement: [Slim Framework, ecosystem, Slim PHP-View]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Slim PHP-View
Context triple: [Slim Framework, ecosystem, Slim PHP-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. 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.
  • C. 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.
  • D. SlimBrowser (legacy versions)
    SlimBrowser (legacy versions) is an early Windows web browser that functioned as a feature-rich shell around Internet Explorer, adding tabbed browsing and extra tools while relying on Microsoft's Trident rendering engine.
  • E. 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.
  • 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 PHP-View
Triple: [Slim Framework, ecosystem, Slim PHP-View]
Generated description
Slim PHP-View is a lightweight PHP template renderer designed to integrate seamlessly with the Slim Framework for simple, flexible view handling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Slim PHP-View
Target entity description: Slim PHP-View is a lightweight PHP template renderer designed to integrate seamlessly with the Slim Framework for simple, flexible view handling.
  • 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. 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.
  • C. 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.
  • D. SlimBrowser (legacy versions)
    SlimBrowser (legacy versions) is an early Windows web browser that functioned as a feature-rich shell around Internet Explorer, adding tabbed browsing and extra tools while relying on Microsoft's Trident rendering engine.
  • E. 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.
  • 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.