Triple

T8224168
Position Surface form Disambiguated ID Type / Status
Subject Office of the Treasurer E192136 entity
Predicate worksWith P398 FINISHED
Object Arlington County Department of Management and Finance
The Arlington County Department of Management and Finance is a local government agency responsible for overseeing the county’s financial planning, budgeting, accounting, and fiscal policy.
E719586 NE FINISHED

How this triple was built (4 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: Arlington County Department of Management and Finance | Statement: [Office of the Treasurer, worksWith, Arlington County Department of Management and Finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arlington County Department of Management and Finance
Context triple: [Office of the Treasurer, worksWith, Arlington County Department of Management and Finance]
  • A. Arlington County Treasurer’s Office
    The Arlington County Treasurer’s Office is the local government agency responsible for billing, collecting, and managing county taxes and other revenues in Arlington County, Virginia.
  • B. Arlington County government
    Arlington County government is the local governing body responsible for administering public services, policies, and regulations for Arlington County, Virginia.
  • C. Arlington County Board
    The Arlington County Board is the elected governing body that sets policy, approves budgets, and oversees local services for Arlington County, Virginia.
  • D. Arlington County Police Department
    The Arlington County Police Department is the primary law enforcement agency responsible for public safety, crime prevention, and policing services within Arlington County, Virginia.
  • E. Arlington Police Department
    The Arlington Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the town of Arlington, Tennessee.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Arlington County Department of Management and Finance
Triple: [Office of the Treasurer, worksWith, Arlington County Department of Management and Finance]
Generated description
The Arlington County Department of Management and Finance is a local government agency responsible for overseeing the county’s financial planning, budgeting, accounting, and fiscal policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arlington County Department of Management and Finance
Target entity description: The Arlington County Department of Management and Finance is a local government agency responsible for overseeing the county’s financial planning, budgeting, accounting, and fiscal policy.
  • A. Arlington County Treasurer’s Office
    The Arlington County Treasurer’s Office is the local government agency responsible for billing, collecting, and managing county taxes and other revenues in Arlington County, Virginia.
  • B. Arlington County government
    Arlington County government is the local governing body responsible for administering public services, policies, and regulations for Arlington County, Virginia.
  • C. Arlington County Board
    The Arlington County Board is the elected governing body that sets policy, approves budgets, and oversees local services for Arlington County, Virginia.
  • D. Arlington County Police Department
    The Arlington County Police Department is the primary law enforcement agency responsible for public safety, crime prevention, and policing services within Arlington County, Virginia.
  • E. Arlington Police Department
    The Arlington Police Department is the local law enforcement agency responsible for maintaining public safety and enforcing laws within the town of Arlington, Tennessee.
  • F. None of above. chosen

Provenance (5 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_69ca82c9a8ac81908b011c38698456e4 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb77cc351481908d7dcd6d3d15d59f completed March 31, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccee0fd9d0819094350c9c7887cabe completed April 1, 2026, 10:06 a.m.
NEDg Description generation batch_69ccf1bc720081908c4eabf58336318a completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05f26f9c8190a3cc00c03c6dda95 completed April 1, 2026, 11:48 a.m.
Created at: March 30, 2026, 5:45 p.m.