Triple
T7460790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | District of Columbia Office of Risk Management |
E176242
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | DC ORM |
E176242
|
NE FINISHED |
How this triple was built (2 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: DC ORM | Statement: [District of Columbia Office of Risk Management, abbreviation, DC ORM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DC ORM Context triple: [District of Columbia Office of Risk Management, abbreviation, DC ORM]
-
A.
DC ORM
chosen
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.
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.
-
C.
TypeORM
TypeORM is a popular TypeScript-based Object-Relational Mapper for Node.js that provides a high-level, decorator-driven way to work with relational databases like PostgreSQL, MySQL, and SQLite.
-
D.
SQLAlchemy
SQLAlchemy is a powerful Python SQL toolkit and Object-Relational Mapping (ORM) library that provides a high-level, flexible interface for working with relational databases.
-
E.
Entity Framework
Entity Framework is Microsoft's object-relational mapper (ORM) for .NET that enables developers to work with databases using .NET objects instead of writing most SQL code directly.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c69f21632481908bf83f6c6da897e3 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f3d525708190b7838e07ac2fbe1f |
completed | March 27, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8345f629c8190889081e18bdfe6f7 |
completed | March 28, 2026, 8:04 p.m. |
Created at: March 27, 2026, 3:38 p.m.