Triple
T18530549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Symfony Notifier |
E452819
|
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 Notifier, integratesWith, Symfony Messenger]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Symfony Messenger Context triple: [Symfony Notifier, 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 Flex
Symfony Flex is a modern dependency management and automation tool for Symfony applications that streamlines installing, configuring, and updating bundles and packages.
-
D.
JMS
JMS (Java Message Service) is a Java API specification that enables applications to create, send, receive, and read messages in a loosely coupled, asynchronous, and reliable messaging system.
-
E.
JMS
JMS is the commonly used abbreviation for J. Michael Straczynski, an American writer and producer best known for creating the science fiction television series "Babylon 5."
- 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 Notifier, 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 Flex
Symfony Flex is a modern dependency management and automation tool for Symfony applications that streamlines installing, configuring, and updating bundles and packages.
-
D.
JMS
JMS (Java Message Service) is a Java API specification that enables applications to create, send, receive, and read messages in a loosely coupled, asynchronous, and reliable messaging system.
-
E.
JMS
JMS is the commonly used abbreviation for J. Michael Straczynski, an American writer and producer best known for creating the science fiction television series "Babylon 5."
- 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_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.