Triple

T14890632
Position Surface form Disambiguated ID Type / Status
Subject PhpStorm E359744 entity
Predicate supportsFramework P9089 FINISHED
Object Zend Framework
Zend Framework is an open-source, object-oriented PHP framework used for building robust, scalable web applications and services.
E618955 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: Zend Framework | Statement: [PhpStorm, supportsFramework, Zend Framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zend Framework
Context triple: [PhpStorm, supportsFramework, Zend Framework]
  • A. Zend Framework 1
    Zend Framework 1 is the original major version of the PHP-based Zend Framework, providing an MVC architecture and reusable components for building web applications.
  • B. Zend Framework (Magento 1)
    Zend Framework (Magento 1) is the PHP-based MVC framework that underpins the core architecture and libraries of the original Magento 1 e-commerce platform.
  • C. Slim Framework
    Slim Framework is a lightweight PHP micro-framework designed for building simple yet powerful web applications and APIs with minimal overhead.
  • D. Laminas (Magento 2)
    Laminas (Magento 2) is a PHP framework component library, derived from the Zend Framework, that underpins Magento 2’s core application architecture and web service functionality.
  • E. CakePHP
    CakePHP is an open-source rapid development web framework for PHP that follows the MVC pattern and emphasizes convention over configuration to streamline building web 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: Zend Framework
Triple: [PhpStorm, supportsFramework, Zend Framework]
Generated description
Zend Framework is an open-source, object-oriented PHP framework used for building robust, scalable web applications and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zend Framework
Target entity description: Zend Framework is an open-source, object-oriented PHP framework used for building robust, scalable web applications and services.
  • A. Zend Framework 1 chosen
    Zend Framework 1 is the original major version of the PHP-based Zend Framework, providing an MVC architecture and reusable components for building web applications.
  • B. Zend Framework (Magento 1)
    Zend Framework (Magento 1) is the PHP-based MVC framework that underpins the core architecture and libraries of the original Magento 1 e-commerce platform.
  • C. Slim Framework
    Slim Framework is a lightweight PHP micro-framework designed for building simple yet powerful web applications and APIs with minimal overhead.
  • D. Laminas (Magento 2)
    Laminas (Magento 2) is a PHP framework component library, derived from the Zend Framework, that underpins Magento 2’s core application architecture and web service functionality.
  • E. CakePHP
    CakePHP is an open-source rapid development web framework for PHP that follows the MVC pattern and emphasizes convention over configuration to streamline building web 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_69d827980cbc8190a0c569ae3940a1d9 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69ded5f883288190af602633fa7d6860 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b61407481908a618d14c56d2abf completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6e21bdf481908dba4b745ed4be65 completed May 8, 2026, 11:13 p.m.
NED2 Entity disambiguation (via description) batch_69fe6ee69860819096a2448ab813dc1d completed May 8, 2026, 11:16 p.m.
Created at: April 10, 2026, 2:10 a.m.