Triple

T18531534
Position Surface form Disambiguated ID Type / Status
Subject PSR-7 E452840 entity
Predicate publishedBy P80 FINISHED
Object PHP Framework Interop Group
The PHP Framework Interop Group (PHP-FIG) is a collaborative working group of PHP project representatives that defines common standards (PSRs) to improve interoperability across PHP frameworks and libraries.
 E1328603 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: PHP Framework Interop Group | Statement: [PSR-7, publishedBy, PHP Framework Interop Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PHP Framework Interop Group
Context triple: [PSR-7, publishedBy, PHP Framework Interop Group]
  • A. PSR-7
    PSR-7 is a PHP standard that defines common interfaces for HTTP messages, including requests and responses, to ensure interoperability between web frameworks and libraries.
  • B. Slim Framework
    Slim Framework is a lightweight PHP micro-framework designed for building simple yet powerful web applications and APIs with minimal overhead.
  • C. PSR-11
    PSR-11 is a PHP standard that defines a common interface for dependency injection containers, enabling interoperable service retrieval across frameworks and libraries.
  • D. PSR-15
    PSR-15 is a PHP standard that defines interfaces for HTTP server request handlers and middleware to ensure interoperability between frameworks and libraries.
  • E. The PHP Group
    The PHP Group is the organization responsible for maintaining and advancing the PHP programming language and its official implementation.
  • 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: PHP Framework Interop Group
Triple: [PSR-7, publishedBy, PHP Framework Interop Group]
Generated description
The PHP Framework Interop Group (PHP-FIG) is a collaborative working group of PHP project representatives that defines common standards (PSRs) to improve interoperability across PHP frameworks and libraries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PHP Framework Interop Group
Target entity description: The PHP Framework Interop Group (PHP-FIG) is a collaborative working group of PHP project representatives that defines common standards (PSRs) to improve interoperability across PHP frameworks and libraries.
  • A. PSR-7
    PSR-7 is a PHP standard that defines common interfaces for HTTP messages, including requests and responses, to ensure interoperability between web frameworks and libraries.
  • B. Slim Framework
    Slim Framework is a lightweight PHP micro-framework designed for building simple yet powerful web applications and APIs with minimal overhead.
  • C. PSR-11
    PSR-11 is a PHP standard that defines a common interface for dependency injection containers, enabling interoperable service retrieval across frameworks and libraries.
  • D. PSR-15
    PSR-15 is a PHP standard that defines interfaces for HTTP server request handlers and middleware to ensure interoperability between frameworks and libraries.
  • E. The PHP Group
    The PHP Group is the organization responsible for maintaining and advancing the PHP programming language and its official implementation.
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e533fe35288190977c85ee0bb96264 completed April 19, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04917afbe08190921b6f8bce34596d completed May 13, 2026, 2:58 p.m.
NEDg Description generation batch_6a0491fa71f881909217ec68e5aca45d completed May 13, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_6a0492d4811c8190ad177b5d52aba66c completed May 13, 2026, 3:03 p.m.
Created at: April 10, 2026, 11:37 a.m.