Triple
T18530818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RateLimiter |
E452825
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Symfony Messenger
Symfony Messenger is a Symfony component that provides a message bus system for handling asynchronous processing, queuing, and dispatching of messages and commands within PHP applications.
|
E1331960
|
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: [RateLimiter, integratesWith, Symfony Messenger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Symfony Messenger Context triple: [RateLimiter, 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 FrameworkBundle
Symfony FrameworkBundle is a core Symfony package that provides the foundational framework features and integration points needed to build and configure Symfony applications.
-
D.
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.
-
E.
Symfony 4.3
Symfony 4.3 is a minor release of the Symfony PHP framework that introduced several new components and improvements, including a modernized mailing system and enhanced developer experience features.
- 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: [RateLimiter, integratesWith, Symfony Messenger]
Generated description
Symfony Messenger is a Symfony component that provides a message bus system for handling asynchronous processing, queuing, and dispatching of messages and commands within PHP applications.
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 a message bus system for handling asynchronous processing, queuing, and dispatching of messages and commands within PHP applications.
-
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 FrameworkBundle
Symfony FrameworkBundle is a core Symfony package that provides the foundational framework features and integration points needed to build and configure Symfony applications.
-
D.
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.
-
E.
Symfony 4.3
Symfony 4.3 is a minor release of the Symfony PHP framework that introduced several new components and improvements, including a modernized mailing system and enhanced developer experience features.
- 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_69e533fd0e348190ab3d4548f74b9b79 |
completed | April 19, 2026, 7:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a04f87e9584819099c33521d0614168 |
completed | May 13, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_6a04f9122bec81908614429d65b3d0fc |
completed | May 13, 2026, 10:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04fa53d96881909bebf2aaea89af0f |
completed | May 13, 2026, 10:25 p.m. |
Created at: April 10, 2026, 11:37 a.m.