Triple

T10555170
Position Surface form Disambiguated ID Type / Status
Subject Swarthmore Borough Hall E249060 entity
Predicate usedBy P260 FINISHED
Object Swarthmore Borough Council
Swarthmore Borough Council is the elected governing body responsible for setting local policy, passing ordinances, and overseeing municipal services in the Borough of Swarthmore, Pennsylvania.
 E870408 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Swarthmore Borough Council | Statement: [Swarthmore Borough Hall, usedBy, Swarthmore Borough Council]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swarthmore Borough Council
Context triple: [Swarthmore Borough Hall, usedBy, Swarthmore Borough Council]
  • A. Swarthmore Borough Hall
    Swarthmore Borough Hall is the municipal government building and civic center serving the community of Swarthmore, Pennsylvania.
  • B. Norristown Municipal Council
    Norristown Municipal Council is the elected legislative body responsible for setting local policies, passing ordinances, and overseeing municipal governance in Norristown, Pennsylvania.
  • C. Swissvale Borough Council
    Swissvale Borough Council is the elected municipal legislative body responsible for setting local policies, passing ordinances, and overseeing governance in the borough of Swissvale, Pennsylvania.
  • D. Schuylkill Haven Borough Council
    Schuylkill Haven Borough Council is the elected municipal governing body responsible for setting local policies, budgets, and ordinances for the borough of Schuylkill Haven, Pennsylvania.
  • E. Swarthmore Friends Meeting
    Swarthmore Friends Meeting is a Quaker congregation and meetinghouse serving the Swarthmore, Pennsylvania community.
  • 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: Swarthmore Borough Council
Target entity description: Swarthmore Borough Council is the elected governing body responsible for setting local policy, passing ordinances, and overseeing municipal services in the Borough of Swarthmore, Pennsylvania.
  • A. Swarthmore Borough Hall
    Swarthmore Borough Hall is the municipal government building and civic center serving the community of Swarthmore, Pennsylvania.
  • B. Norristown Municipal Council
    Norristown Municipal Council is the elected legislative body responsible for setting local policies, passing ordinances, and overseeing municipal governance in Norristown, Pennsylvania.
  • C. Swissvale Borough Council
    Swissvale Borough Council is the elected municipal legislative body responsible for setting local policies, passing ordinances, and overseeing governance in the borough of Swissvale, Pennsylvania.
  • D. Schuylkill Haven Borough Council
    Schuylkill Haven Borough Council is the elected municipal governing body responsible for setting local policies, budgets, and ordinances for the borough of Schuylkill Haven, Pennsylvania.
  • E. Swarthmore Friends Meeting
    Swarthmore Friends Meeting is a Quaker congregation and meetinghouse serving the Swarthmore, Pennsylvania community.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Swarthmore Borough Council
Triple: [Swarthmore Borough Hall, usedBy, Swarthmore Borough Council]
Generated description
Swarthmore Borough Council is the elected governing body responsible for setting local policy, passing ordinances, and overseeing municipal services in the Borough of Swarthmore, Pennsylvania.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d381c733c08190ab1dd6239f5f34ae elicitation completed
NER batch_69d52712a9988190bf63e7c47f6e6fc1 ner completed
NED1 batch_69d9346f6a38819087647e7a09f40c41 ned_source_triple completed
NED2 batch_69d9398b63f08190910dd838ad11de6e ned_description completed
NEDg batch_69d938c979788190b11b02748ed44153 nedg completed
Created at: April 6, 2026, 12:34 p.m.