Triple

T18530733
Position Surface form Disambiguated ID Type / Status
Subject Symfony Cache E452823 entity
Predicate integratesWith P1075 FINISHED
Object Symfony Messenger
Symfony Messenger is a Symfony component that provides message bus, queuing, and asynchronous processing capabilities for handling commands, events, and background tasks.
 E120465 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: Symfony Messenger | Statement: [Symfony Cache, integratesWith, Symfony Messenger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Symfony Messenger
Context triple: [Symfony Cache, integratesWith, Symfony Messenger]
  • A. Symfony
    Symfony is a popular open-source PHP framework used for building scalable, high-performance web applications and reusable components.
  • B. SymfonyCon
    SymfonyCon is an official international conference that brings together the Symfony PHP framework community for talks, workshops, and networking.
  • C. symfony/process
    symfony/process is a Symfony PHP component that provides a robust, object-oriented API for executing and managing system processes from within PHP applications.
  • D. Symfony Doctrine bridge
    Symfony Doctrine bridge is a Symfony component that provides seamless integration between the Symfony framework and the Doctrine ORM, enabling efficient database mapping and data persistence.
  • E. Symfony Flex
    Symfony Flex is a modern dependency management and automation tool for Symfony applications that streamlines installing, configuring, and updating bundles and packages.
  • 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: Symfony Messenger
Triple: [Symfony Cache, integratesWith, Symfony Messenger]
Generated description
Symfony Messenger is a Symfony component that provides message bus, queuing, and asynchronous processing capabilities for handling commands, events, and background tasks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Symfony Messenger
Target entity description: Symfony Messenger is a Symfony component that provides message bus, queuing, and asynchronous processing capabilities for handling commands, events, and background tasks.
  • A. Symfony chosen
    Symfony is a popular open-source PHP framework used for building scalable, high-performance web applications and reusable components.
  • B. SymfonyCon
    SymfonyCon is an official international conference that brings together the Symfony PHP framework community for talks, workshops, and networking.
  • C. symfony/process
    symfony/process is a Symfony PHP component that provides a robust, object-oriented API for executing and managing system processes from within PHP applications.
  • D. Symfony Doctrine bridge
    Symfony Doctrine bridge is a Symfony component that provides seamless integration between the Symfony framework and the Doctrine ORM, enabling efficient database mapping and data persistence.
  • E. Symfony Flex
    Symfony Flex is a modern dependency management and automation tool for Symfony applications that streamlines installing, configuring, and updating bundles and packages.
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e533fd0e348190ab3d4548f74b9b79 completed April 19, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049ad34a648190b551ef7e93cf0d22 completed May 13, 2026, 3:37 p.m.
NEDg Description generation batch_6a04a0f470ac8190a0a8561bf1b288df completed May 13, 2026, 4:04 p.m.
NED2 Entity disambiguation (via description) batch_6a04a1cce5cc8190b75dbc17354bde5a completed May 13, 2026, 4:07 p.m.
Created at: April 10, 2026, 11:37 a.m.