Triple

T10748046
Position Surface form Disambiguated ID Type / Status
Subject Wyomissing Area School District E253501 entity
Predicate serves P98 FINISHED
Object borough of Wyomissing
The borough of Wyomissing is a suburban community in Berks County, Pennsylvania, known for its residential neighborhoods, local schools, and proximity to the city of Reading.
 E884342 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: borough of Wyomissing | Statement: [Wyomissing Area School District, serves, borough of Wyomissing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: borough of Wyomissing
Context triple: [Wyomissing Area School District, serves, borough of Wyomissing]
  • A. Borough of Rushmoor
    The Borough of Rushmoor is a local government district and borough in northeast Hampshire, England, encompassing the towns of Aldershot and Farnborough.
  • B. Borough of Reading
    The Borough of Reading is a unitary local government district and urban area in Berkshire, England, centered on the large town of Reading.
  • C. Borough of Dacorum
    The Borough of Dacorum is a local government district in Hertfordshire, England, centered on the town of Hemel Hempstead and encompassing surrounding communities such as Boxmoor.
  • D. Borough of Broxtowe
    The Borough of Broxtowe is a local government district in Nottinghamshire, England, encompassing several towns and villages in the suburban area west of Nottingham.
  • E. Borough of Bedford
    The Borough of Bedford is a local government district and unitary authority area in Bedfordshire, England, centered on the town of Bedford and its surrounding communities.
  • 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: borough of Wyomissing
Triple: [Wyomissing Area School District, serves, borough of Wyomissing]
Generated description
The borough of Wyomissing is a suburban community in Berks County, Pennsylvania, known for its residential neighborhoods, local schools, and proximity to the city of Reading.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: borough of Wyomissing
Target entity description: The borough of Wyomissing is a suburban community in Berks County, Pennsylvania, known for its residential neighborhoods, local schools, and proximity to the city of Reading.
  • A. Borough of Rushmoor
    The Borough of Rushmoor is a local government district and borough in northeast Hampshire, England, encompassing the towns of Aldershot and Farnborough.
  • B. Borough of Reading
    The Borough of Reading is a unitary local government district and urban area in Berkshire, England, centered on the large town of Reading.
  • C. Borough of Dacorum
    The Borough of Dacorum is a local government district in Hertfordshire, England, centered on the town of Hemel Hempstead and encompassing surrounding communities such as Boxmoor.
  • D. Borough of Broxtowe
    The Borough of Broxtowe is a local government district in Nottinghamshire, England, encompassing several towns and villages in the suburban area west of Nottingham.
  • E. Borough of Bedford
    The Borough of Bedford is a local government district and unitary authority area in Bedfordshire, England, centered on the town of Bedford and its surrounding communities.
  • 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_69d6aa5e51e8819095f06881cecf152e completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d711b9242c81908dbf3fa155159b3c completed April 9, 2026, 2:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69de231af7388190b73347a3ffc1077a completed April 14, 2026, 11:20 a.m.
NEDg Description generation batch_69de27fb843c81908c0d0a5fb231543f completed April 14, 2026, 11:41 a.m.
NED2 Entity disambiguation (via description) batch_69de2dff4a048190823c8b5f1f7ea548 completed April 14, 2026, 12:07 p.m.
Created at: April 8, 2026, 9:15 p.m.