Triple

T8979973
Position Surface form Disambiguated ID Type / Status
Subject Yardley, Pennsylvania E214497 entity
Predicate hasLocalGovernment P2820 FINISHED
Object Yardley Borough Council
Yardley Borough Council is the elected municipal governing body responsible for setting local policy, passing ordinances, and overseeing services in Yardley, Pennsylvania.
 E770036 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: Yardley Borough Council | Statement: [Yardley, Pennsylvania, hasLocalGovernment, Yardley Borough Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yardley Borough Council
Context triple: [Yardley, Pennsylvania, hasLocalGovernment, Yardley Borough Council]
  • A. Yeadon Borough Council
    Yeadon Borough Council is the municipal governing body responsible for local administration and public services in Yeadon, Pennsylvania.
  • B. Middlesex Borough Council
    Middlesex Borough Council is the municipal governing body responsible for setting local policy, passing ordinances, and overseeing services in Middlesex Borough, New Jersey.
  • C. Enfield London Borough Council
    Enfield London Borough Council is the local authority responsible for providing municipal services and governance across the London Borough of Enfield in north London.
  • D. Gwagwalada Area Council
    Gwagwalada Area Council is one of the local government-level administrative divisions within Nigeria’s Federal Capital Territory, encompassing both urban and rural communities.
  • E. Dacorum Borough Council
    Dacorum Borough Council is the local government authority responsible for providing municipal services and administration across the Borough of Dacorum in Hertfordshire, England.
  • 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: Yardley Borough Council
Triple: [Yardley, Pennsylvania, hasLocalGovernment, Yardley Borough Council]
Generated description
Yardley Borough Council is the elected municipal governing body responsible for setting local policy, passing ordinances, and overseeing services in Yardley, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yardley Borough Council
Target entity description: Yardley Borough Council is the elected municipal governing body responsible for setting local policy, passing ordinances, and overseeing services in Yardley, Pennsylvania.
  • A. Yeadon Borough Council
    Yeadon Borough Council is the municipal governing body responsible for local administration and public services in Yeadon, Pennsylvania.
  • B. Middlesex Borough Council
    Middlesex Borough Council is the municipal governing body responsible for setting local policy, passing ordinances, and overseeing services in Middlesex Borough, New Jersey.
  • C. Enfield London Borough Council
    Enfield London Borough Council is the local authority responsible for providing municipal services and governance across the London Borough of Enfield in north London.
  • D. Gwagwalada Area Council
    Gwagwalada Area Council is one of the local government-level administrative divisions within Nigeria’s Federal Capital Territory, encompassing both urban and rural communities.
  • E. Dacorum Borough Council
    Dacorum Borough Council is the local government authority responsible for providing municipal services and administration across the Borough of Dacorum in Hertfordshire, England.
  • 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_69ca839ea8b88190922c6a326ffcc0d3 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67a615b081909b88e761be879802 completed April 1, 2026, 12:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc9719f5c8190bc22c3c7375b54f7 completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfcb07ee80819098f9df620e0b82c2 completed April 3, 2026, 2:13 p.m.
NED2 Entity disambiguation (via description) batch_69cfcb6787b8819084ff84b7f1186e90 completed April 3, 2026, 2:15 p.m.
Created at: March 30, 2026, 7:03 p.m.