Triple

T17778679
Position Surface form Disambiguated ID Type / Status
Subject Baltimore County government E443839 entity
Predicate hasDepartment P35 FINISHED
Object Baltimore County Department of Public Works — 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 Public Works | Statement: [Baltimore County government, hasDepartment, Baltimore County Department of Public Works]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Baltimore County Department of Public Works
Context triple: [Baltimore County government, hasDepartment, Baltimore County Department of Public Works]
  • A. Department of Public Works (Baltimore)
    The Department of Public Works (Baltimore) is the city agency responsible for managing Baltimore’s water and wastewater systems, solid waste collection, recycling, and related public infrastructure services.
  • B. Baltimore County government
    Baltimore County government is the local governing body responsible for administering public services, regulations, and policies throughout Baltimore County, Maryland.
  • C. 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.
  • 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. Baltimore City Department of Transportation
    The Baltimore City Department of Transportation is the municipal agency responsible for planning, operating, and maintaining Baltimore’s streets, transportation infrastructure, and related public works.
  • 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 Public Works
Target entity description: The Baltimore County Department of Public Works is the county agency responsible for planning, building, and maintaining Baltimore County’s public infrastructure and essential services such as roads, water, sewer, and waste management.
  • A. Department of Public Works (Baltimore)
    The Department of Public Works (Baltimore) is the city agency responsible for managing Baltimore’s water and wastewater systems, solid waste collection, recycling, and related public infrastructure services.
  • B. Baltimore County government chosen
    Baltimore County government is the local governing body responsible for administering public services, regulations, and policies throughout Baltimore County, Maryland.
  • C. 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.
  • 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. Baltimore City Department of Transportation
    The Baltimore City Department of Transportation is the municipal agency responsible for planning, operating, and maintaining Baltimore’s streets, transportation infrastructure, and related public works.
  • F. None of above.

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.