Triple

T4555532
Position Surface form Disambiguated ID Type / Status
Subject Slim Framework E120467 entity
Predicate supports P516 FINISHED
Object PHP 8
PHP 8 is a major version of the PHP programming language that introduced significant performance improvements and new features such as the JIT compiler, union types, and attributes.
 E22482 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 8 | Statement: [Slim Framework, supports, PHP 8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PHP 8
Context triple: [Slim Framework, supports, PHP 8]
  • A. HHVM
    HHVM is an open-source virtual machine developed by Meta (Facebook) that executes Hack and PHP code using just-in-time (JIT) compilation for high performance.
  • B. PHP
    PHP is the three-letter ISO 4217 currency code for the Philippine peso, the official monetary unit of the Philippines.
  • C. PHP
    PHP is a widely used open-source server-side scripting language especially suited for web development and powering dynamic websites and applications.
  • D. The PHP Group
    The PHP Group is the organization responsible for maintaining and advancing the PHP programming language and its official implementation.
  • E. 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.
  • 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 8
Triple: [Slim Framework, supports, PHP 8]
Generated description
PHP 8 is a major version of the PHP programming language that introduced significant performance improvements and new features such as the JIT compiler, union types, and attributes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PHP 8
Target entity description: PHP 8 is a major version of the PHP programming language that introduced significant performance improvements and new features such as the JIT compiler, union types, and attributes.
  • A. HHVM
    HHVM is an open-source virtual machine developed by Meta (Facebook) that executes Hack and PHP code using just-in-time (JIT) compilation for high performance.
  • B. PHP
    PHP is the three-letter ISO 4217 currency code for the Philippine peso, the official monetary unit of the Philippines.
  • C. PHP chosen
    PHP is a widely used open-source server-side scripting language especially suited for web development and powering dynamic websites and applications.
  • D. The PHP Group
    The PHP Group is the organization responsible for maintaining and advancing the PHP programming language and its official implementation.
  • E. 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.
  • 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_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_69bdd3a139f08190a0211d5848ccdfad completed March 20, 2026, 11:09 p.m.
NEDg Description generation batch_69bdd45654a48190a2e0e39a15991e80 completed March 20, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69bdd4a6ec948190a0da6094ecf0e6d7 completed March 20, 2026, 11:13 p.m.
Created at: March 20, 2026, 1:09 p.m.