Triple
T17778688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baltimore County government |
E443839
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object | Baltimore County Department of Environmental Protection and Sustainability |
—
|
NE NERFINISHED |
How this triple was built (3 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: Baltimore County Department of Environmental Protection and Sustainability | Statement: [Baltimore County government, hasDepartment, Baltimore County Department of Environmental Protection and Sustainability]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baltimore County Department of Environmental Protection and Sustainability Context triple: [Baltimore County government, hasDepartment, Baltimore County Department of Environmental Protection and Sustainability]
-
A.
Montgomery County Department of Environmental Protection
The Montgomery County Department of Environmental Protection is a local government agency responsible for protecting and improving the environment and natural resources within Montgomery County, Maryland through regulation, programs, and public services.
-
B.
Baltimore County Department of Recreation and Parks
The Baltimore County Department of Recreation and Parks is the county agency responsible for managing public parks, recreational facilities, and community programs throughout Baltimore County, Maryland.
-
C.
Baltimore County government
Baltimore County government is the local governing body responsible for administering public services, regulations, and policies throughout Baltimore County, Maryland.
-
D.
Recreation and Parks Department (Baltimore)
The Recreation and Parks Department (Baltimore) is the municipal agency responsible for managing Baltimore’s public parks, recreation centers, and related community programs and facilities.
-
E.
Maryland Department of the Environment
The Maryland Department of the Environment is the state agency responsible for protecting and restoring Maryland’s air, land, and water resources through regulation, enforcement, and environmental programs.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Baltimore County Department of Environmental Protection and Sustainability Target entity description: The Baltimore County Department of Environmental Protection and Sustainability is a local government agency responsible for protecting natural resources, promoting environmental stewardship, and advancing sustainable development initiatives within Baltimore County, Maryland.
-
A.
Montgomery County Department of Environmental Protection
The Montgomery County Department of Environmental Protection is a local government agency responsible for protecting and improving the environment and natural resources within Montgomery County, Maryland through regulation, programs, and public services.
-
B.
Baltimore County Department of Recreation and Parks
The Baltimore County Department of Recreation and Parks is the county agency responsible for managing public parks, recreational facilities, and community programs throughout Baltimore County, Maryland.
-
C.
Baltimore County government
Baltimore County government is the local governing body responsible for administering public services, regulations, and policies throughout Baltimore County, Maryland.
-
D.
Recreation and Parks Department (Baltimore)
The Recreation and Parks Department (Baltimore) is the municipal agency responsible for managing Baltimore’s public parks, recreation centers, and related community programs and facilities.
-
E.
Maryland Department of the Environment
The Maryland Department of the Environment is the state agency responsible for protecting and restoring Maryland’s air, land, and water resources through regulation, enforcement, and environmental programs.
- F. None of above. chosen
Provenance (2 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_69d8b9ef17708190bdf7e2adbf14ddc2 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4871f63708190b298ed96896ad0ee |
completed | April 19, 2026, 7:41 a.m. |
Created at: April 10, 2026, 10:12 a.m.