Triple

T14395488
Position Surface form Disambiguated ID Type / Status
Subject Grails framework E356937 entity
Predicate integratesWith P1075 FINISHED
Object GORM
GORM is the object-relational mapping (ORM) and data access toolkit used by the Grails framework to simplify database interactions in Groovy and Java applications.
E1096577 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: GORM | Statement: [Grails framework, integratesWith, GORM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GORM
Context triple: [Grails framework, integratesWith, GORM]
  • A. 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.
  • B. Orm
    Orm is a prominent DC Comics supervillain and half-brother of Aquaman, often depicted as the Ocean Master and one of Atlantis’s chief antagonists.
  • C. Object Data Manager (ODM)
    Object Data Manager (ODM) is IBM AIX’s low-level database-like system for storing and managing configuration and system object information.
  • D. Sequelize
    Sequelize is a popular Node.js ORM that provides a promise-based interface for working with SQL databases such as PostgreSQL, MySQL, MariaDB, SQLite, and SQL Server.
  • E. sqlmodel
    SQLModel is a Python library by Sebastián Ramírez (tiangolo) that combines SQLAlchemy and Pydantic to provide an easy, type-safe way to define and interact with SQL databases.
  • 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: GORM
Triple: [Grails framework, integratesWith, GORM]
Generated description
GORM is the object-relational mapping (ORM) and data access toolkit used by the Grails framework to simplify database interactions in Groovy and Java applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GORM
Target entity description: GORM is the object-relational mapping (ORM) and data access toolkit used by the Grails framework to simplify database interactions in Groovy and Java applications.
  • A. 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.
  • B. Orm
    Orm is a prominent DC Comics supervillain and half-brother of Aquaman, often depicted as the Ocean Master and one of Atlantis’s chief antagonists.
  • C. Object Data Manager (ODM)
    Object Data Manager (ODM) is IBM AIX’s low-level database-like system for storing and managing configuration and system object information.
  • D. Sequelize
    Sequelize is a popular Node.js ORM that provides a promise-based interface for working with SQL databases such as PostgreSQL, MySQL, MariaDB, SQLite, and SQL Server.
  • E. sqlmodel
    SQLModel is a Python library by Sebastián Ramírez (tiangolo) that combines SQLAlchemy and Pydantic to provide an easy, type-safe way to define and interact with SQL databases.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de902d114881908a8f3c01b3c6d309 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd551b006c8190b84449f2e2b59b62 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd55d90ed08190b6a0184715f39ff4 completed May 8, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd565d32fc8190acc1e733537a23cb completed May 8, 2026, 3:19 a.m.
Created at: April 10, 2026, 1:16 a.m.