Triple
T18530880
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uid |
E452826
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
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.
|
E1328591
|
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 Doctrine bridge | Statement: [Uid, integratesWith, Symfony Doctrine bridge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Symfony Doctrine bridge Context triple: [Uid, integratesWith, Symfony Doctrine bridge]
-
A.
Doctrine ORM
Doctrine ORM is a widely used PHP object-relational mapper that provides a powerful database abstraction layer and mapping between PHP objects and relational databases.
-
B.
SymfonyCon
SymfonyCon is an official international conference that brings together the Symfony PHP framework community for talks, workshops, and networking.
-
C.
Symfony
Symfony is a popular open-source PHP framework used for building scalable, high-performance web applications and reusable components.
-
D.
PHPUnit Bridge
PHPUnit Bridge is a Symfony component that facilitates seamless integration and compatibility testing of PHP applications with the PHPUnit testing framework.
-
E.
Doctrine DBAL
Doctrine DBAL is a PHP database abstraction and access layer that provides a powerful, object-oriented API for working with relational databases independently of specific SQL drivers.
- 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 Doctrine bridge Triple: [Uid, integratesWith, Symfony Doctrine bridge]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Symfony Doctrine bridge Target entity description: 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.
-
A.
Doctrine ORM
Doctrine ORM is a widely used PHP object-relational mapper that provides a powerful database abstraction layer and mapping between PHP objects and relational databases.
-
B.
SymfonyCon
SymfonyCon is an official international conference that brings together the Symfony PHP framework community for talks, workshops, and networking.
-
C.
Symfony
Symfony is a popular open-source PHP framework used for building scalable, high-performance web applications and reusable components.
-
D.
PHPUnit Bridge
PHPUnit Bridge is a Symfony component that facilitates seamless integration and compatibility testing of PHP applications with the PHPUnit testing framework.
-
E.
Doctrine DBAL
Doctrine DBAL is a PHP database abstraction and access layer that provides a powerful, object-oriented API for working with relational databases independently of specific SQL drivers.
- 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_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.