Triple

T14250906
Position Surface form Disambiguated ID Type / Status
Subject Cumberland, Maryland E353257 entity
Predicate governingBody P46 FINISHED
Object Mayor and City Council of Cumberland
The Mayor and City Council of Cumberland is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Cumberland, Maryland.
E1090414 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: Mayor and City Council of Cumberland | Statement: [Cumberland, Maryland, governingBody, Mayor and City Council of Cumberland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mayor and City Council of Cumberland
Context triple: [Cumberland, Maryland, governingBody, Mayor and City Council of Cumberland]
  • A. Cumberland County Board of Commissioners
    The Cumberland County Board of Commissioners is the elected governing body responsible for setting policy, overseeing budgets, and managing county services in Cumberland County, North Carolina.
  • B. Cumberland County Council
    Cumberland County Council was the former local government authority responsible for administering public services and governance in the historic county of Cumberland in north-west England.
  • C. Cumberland County government
    Cumberland County government is the local administrative authority responsible for providing county-level services, governance, and public programs to communities within Cumberland County, including the city of Vineland.
  • D. Mayor and City Council of Hagerstown
    The Mayor and City Council of Hagerstown is the elected municipal governing body responsible for setting policy, passing local laws, and overseeing city administration in Hagerstown, Maryland.
  • E. Municipality of the County of Cumberland
    The Municipality of the County of Cumberland is a rural municipal district in northern Nova Scotia that administers several communities, including coastal villages like Pugwash, within Cumberland County.
  • 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: Mayor and City Council of Cumberland
Triple: [Cumberland, Maryland, governingBody, Mayor and City Council of Cumberland]
Generated description
The Mayor and City Council of Cumberland is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Cumberland, Maryland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mayor and City Council of Cumberland
Target entity description: The Mayor and City Council of Cumberland is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Cumberland, Maryland.
  • A. Cumberland County Board of Commissioners
    The Cumberland County Board of Commissioners is the elected governing body responsible for setting policy, overseeing budgets, and managing county services in Cumberland County, North Carolina.
  • B. Cumberland County Council
    Cumberland County Council was the former local government authority responsible for administering public services and governance in the historic county of Cumberland in north-west England.
  • C. Cumberland County government
    Cumberland County government is the local administrative authority responsible for providing county-level services, governance, and public programs to communities within Cumberland County, including the city of Vineland.
  • D. Mayor and City Council of Hagerstown
    The Mayor and City Council of Hagerstown is the elected municipal governing body responsible for setting policy, passing local laws, and overseeing city administration in Hagerstown, Maryland.
  • E. Municipality of the County of Cumberland
    The Municipality of the County of Cumberland is a rural municipal district in northern Nova Scotia that administers several communities, including coastal villages like Pugwash, within Cumberland County.
  • 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6296f9d0819086f62f525d07eb12 completed April 14, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd325815d48190b070866f41986847 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd367fd9788190bd25f057d1f0942c completed May 8, 2026, 1:04 a.m.
NED2 Entity disambiguation (via description) batch_69fd37c1f4c0819085f5c577e673e9df completed May 8, 2026, 1:09 a.m.
Created at: April 10, 2026, 1:08 a.m.