Triple

T18530949
Position Surface form Disambiguated ID Type / Status
Subject Doctrine DBAL E452828 entity
Predicate partOf P40 FINISHED
Object Doctrine Project
Doctrine Project is an open-source PHP initiative that provides powerful object-relational mapping and database abstraction tools for building database-driven applications.
E1330818 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 Project | Statement: [Doctrine DBAL, partOf, Doctrine Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctrine Project
Context triple: [Doctrine DBAL, partOf, Doctrine Project]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. DC ORM
    DC ORM is the abbreviated name for the District of Columbia Office of Risk Management, the agency responsible for managing risk, insurance, and related claims for the D.C. government.
  • 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 Project
Triple: [Doctrine DBAL, partOf, Doctrine Project]
Generated description
Doctrine Project is an open-source PHP initiative that provides powerful object-relational mapping and database abstraction tools for building database-driven applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctrine Project
Target entity description: Doctrine Project is an open-source PHP initiative that provides powerful object-relational mapping and database abstraction tools for building database-driven applications.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. DC ORM
    DC ORM is the abbreviated name for the District of Columbia Office of Risk Management, the agency responsible for managing risk, insurance, and related claims for the D.C. government.
  • 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_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.