Triple

T10554938
Position Surface form Disambiguated ID Type / Status
Subject Middletown town government E249052 entity
Predicate cooperatesWith P435 FINISHED
Object Frederick County government
Frederick County government is the local governing body responsible for administering public services, regulations, and policies across Frederick County, Maryland.
 E92128 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: Frederick County government | Statement: [Middletown town government, cooperatesWith, Frederick County government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frederick County government
Context triple: [Middletown town government, cooperatesWith, Frederick County government]
  • A. Frederick County Board of Supervisors
    The Frederick County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing county administration in Frederick County, Virginia.
  • B. Frederick County Council
    The Frederick County Council is the elected legislative body responsible for creating laws, setting policies, and overseeing the budget for Frederick County, Maryland.
  • C. Frederick County Sheriff’s Office
    The Frederick County Sheriff’s Office is the primary law enforcement agency responsible for public safety, policing, and related services throughout Frederick County, Maryland.
  • D. Charles County government
    Charles County government is the local administrative authority responsible for providing public services, enforcing regulations, and overseeing development and policy within Charles County, Maryland.
  • E. Montgomery County government
    The Montgomery County government is the local governing body responsible for administering public services, policies, and regulations within Montgomery County, Maryland.
  • 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: Frederick County government
Triple: [Middletown town government, cooperatesWith, Frederick County government]
Generated description
Frederick County government is the local governing body responsible for administering public services, regulations, and policies across Frederick County, Maryland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frederick County government
Target entity description: Frederick County government is the local governing body responsible for administering public services, regulations, and policies across Frederick County, Maryland.
  • A. Frederick County Board of Supervisors
    The Frederick County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing county administration in Frederick County, Virginia.
  • B. Frederick County Council chosen
    The Frederick County Council is the elected legislative body responsible for creating laws, setting policies, and overseeing the budget for Frederick County, Maryland.
  • C. Frederick County Sheriff’s Office
    The Frederick County Sheriff’s Office is the primary law enforcement agency responsible for public safety, policing, and related services throughout Frederick County, Maryland.
  • D. Charles County government
    Charles County government is the local administrative authority responsible for providing public services, enforcing regulations, and overseeing development and policy within Charles County, Maryland.
  • E. Montgomery County government
    The Montgomery County government is the local governing body responsible for administering public services, policies, and regulations within Montgomery County, Maryland.
  • F. None of above.

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_69d381c733c08190ab1dd6239f5f34ae completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d527118da081909ca61bc555a17609 completed April 7, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d9346f6a38819087647e7a09f40c41 completed April 10, 2026, 5:33 p.m.
NEDg Description generation batch_69d938c979788190b11b02748ed44153 completed April 10, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69d9398b63f08190910dd838ad11de6e completed April 10, 2026, 5:55 p.m.
Created at: April 6, 2026, 12:34 p.m.