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.