Triple

T17778683
Position Surface form Disambiguated ID Type / Status
Subject Baltimore County government E443839 entity
Predicate hasDepartment P35 FINISHED
Object Baltimore County Office of Budget and Finance — 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 Office of Budget and Finance | Statement: [Baltimore County government, hasDepartment, Baltimore County Office of Budget and Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Baltimore County Office of Budget and Finance
Context triple: [Baltimore County government, hasDepartment, Baltimore County Office of Budget and Finance]
  • 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. Finance Department (Baltimore City)
    The Finance Department of Baltimore City is the municipal agency responsible for managing the city’s financial operations, including budgeting, revenue collection, accounting, and fiscal policy.
  • C. Maryland Department of Budget and Management
    The Maryland Department of Budget and Management is a state agency responsible for developing Maryland’s budget, overseeing fiscal policy, and managing human resources and other administrative services for the state government.
  • D. Montgomery County Office of Management and Budget
    The Montgomery County Office of Management and Budget is the county agency responsible for developing, overseeing, and analyzing Montgomery County’s operating and capital budgets and related fiscal policies.
  • E. 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.
  • 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 Office of Budget and Finance
Target entity description: The Baltimore County Office of Budget and Finance is the county government agency responsible for planning, managing, and overseeing Baltimore County’s budget, financial operations, and fiscal policy.
  • 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. Finance Department (Baltimore City)
    The Finance Department of Baltimore City is the municipal agency responsible for managing the city’s financial operations, including budgeting, revenue collection, accounting, and fiscal policy.
  • C. Maryland Department of Budget and Management
    The Maryland Department of Budget and Management is a state agency responsible for developing Maryland’s budget, overseeing fiscal policy, and managing human resources and other administrative services for the state government.
  • D. Montgomery County Office of Management and Budget
    The Montgomery County Office of Management and Budget is the county agency responsible for developing, overseeing, and analyzing Montgomery County’s operating and capital budgets and related fiscal policies.
  • E. 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.
  • 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.