Triple
T17778686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baltimore County government |
E443839
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object | Baltimore County Department of Economic and Workforce Development |
—
|
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 Economic and Workforce Development | Statement: [Baltimore County government, hasDepartment, Baltimore County Department of Economic and Workforce Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baltimore County Department of Economic and Workforce Development Context triple: [Baltimore County government, hasDepartment, Baltimore County Department of Economic and Workforce Development]
-
A.
Baltimore County government
Baltimore County government is the local governing body responsible for administering public services, regulations, and policies throughout Baltimore County, Maryland.
-
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 Council
The Baltimore County Council is the elected legislative body responsible for creating laws, approving budgets, and setting policy for Baltimore County, Maryland.
-
D.
Maryland Department of Commerce
The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
-
E.
Department of Housing and Community Development (Baltimore)
The Department of Housing and Community Development (Baltimore) is the city agency responsible for housing policy, neighborhood revitalization, and community development initiatives in Baltimore.
- 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 Economic and Workforce Development Target entity description: The Baltimore County Department of Economic and Workforce Development is a local government agency that promotes business growth, job creation, and workforce training initiatives within Baltimore County, Maryland.
-
A.
Baltimore County government
Baltimore County government is the local governing body responsible for administering public services, regulations, and policies throughout Baltimore County, Maryland.
-
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 Council
The Baltimore County Council is the elected legislative body responsible for creating laws, approving budgets, and setting policy for Baltimore County, Maryland.
-
D.
Maryland Department of Commerce
The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
-
E.
Department of Housing and Community Development (Baltimore)
The Department of Housing and Community Development (Baltimore) is the city agency responsible for housing policy, neighborhood revitalization, and community development initiatives in Baltimore.
- 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.