Triple
T4555399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Symfony |
E120465
|
entity |
| Predicate | supportsDatabaseAbstraction |
P58006
|
FINISHED |
| Object |
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.
|
E452828
|
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: Doctrine DBAL | Statement: [Symfony, supportsDatabaseAbstraction, Doctrine DBAL]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doctrine DBAL Context triple: [Symfony, supportsDatabaseAbstraction, Doctrine DBAL]
-
A.
PDO
PDO refers to the Pacific Decadal Oscillation, a long-term pattern of climate variability in the Pacific Ocean that influences global weather and climate conditions over multi-decade timescales.
-
B.
Doctrine Branch
Doctrine Branch is a specialized unit within the U.S. Marine Corps responsible for developing, writing, and updating official warfighting doctrine and related publications.
-
C.
JDBC
JDBC (Java Database Connectivity) is a Java-based API that enables applications to connect to and interact with relational databases in a standardized way.
-
D.
DBE
DBE is the title "Dame Commander of the Order of the British Empire," a high-ranking honor awarded in the British honours system.
-
E.
DBArtisan
DBArtisan is a commercial database administration tool that provides cross-platform management, performance tuning, and development capabilities for various relational database systems.
- 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: Doctrine DBAL Triple: [Symfony, supportsDatabaseAbstraction, Doctrine DBAL]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doctrine DBAL Target entity description: 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.
-
A.
PDO
PDO refers to the Pacific Decadal Oscillation, a long-term pattern of climate variability in the Pacific Ocean that influences global weather and climate conditions over multi-decade timescales.
-
B.
Doctrine Branch
Doctrine Branch is a specialized unit within the U.S. Marine Corps responsible for developing, writing, and updating official warfighting doctrine and related publications.
-
C.
JDBC
JDBC (Java Database Connectivity) is a Java-based API that enables applications to connect to and interact with relational databases in a standardized way.
-
D.
DBE
DBE is the title "Dame Commander of the Order of the British Empire," a high-ranking honor awarded in the British honours system.
-
E.
DBArtisan
DBArtisan is a commercial database administration tool that provides cross-platform management, performance tuning, and development capabilities for various relational database systems.
- 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_69bd4636f1648190a701445c2fcd9c17 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd62334e4081908ad7ad18d759663d |
completed | March 20, 2026, 3:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdc57d59f88190857cbda79caf3c38 |
completed | March 20, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69bdc8a14ca88190b4104c113e150edd |
completed | March 20, 2026, 10:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdc95f7064819081c69df00a869c31 |
completed | March 20, 2026, 10:25 p.m. |
Created at: March 20, 2026, 1:09 p.m.