Triple
T10056651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Butler County School District |
E208879
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object |
Winfield Township, Butler County, Pennsylvania
Winfield Township, Butler County, Pennsylvania is a rural municipality in western Pennsylvania known as a residential community within Butler County that is part of the greater Pittsburgh region.
|
E838630
|
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: Winfield Township, Butler County, Pennsylvania | Statement: [South Butler County School District, servesArea, Winfield Township, Butler County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Winfield Township, Butler County, Pennsylvania Context triple: [South Butler County School District, servesArea, Winfield Township, Butler County, Pennsylvania]
-
A.
Butler Township, Adams County, Pennsylvania
Butler Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
-
B.
Butler Township, Butler County, Pennsylvania
Butler Township, Butler County, Pennsylvania is a suburban municipality in western Pennsylvania that surrounds the city of Butler and serves as a residential and commercial hub for the area.
-
C.
North Fayette Township, Allegheny County, Pennsylvania
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, and proximity to major transportation routes.
-
D.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
E.
Adams Township, Butler County, Pennsylvania
Adams Township, Butler County, Pennsylvania is a suburban municipality in western Pennsylvania known for its residential communities and proximity to the Pittsburgh metropolitan area.
- 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: Winfield Township, Butler County, Pennsylvania Triple: [South Butler County School District, servesArea, Winfield Township, Butler County, Pennsylvania]
Generated description
Winfield Township, Butler County, Pennsylvania is a rural municipality in western Pennsylvania known as a residential community within Butler County that is part of the greater Pittsburgh region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Winfield Township, Butler County, Pennsylvania Target entity description: Winfield Township, Butler County, Pennsylvania is a rural municipality in western Pennsylvania known as a residential community within Butler County that is part of the greater Pittsburgh region.
-
A.
Butler Township, Adams County, Pennsylvania
Butler Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
-
B.
Butler Township, Butler County, Pennsylvania
Butler Township, Butler County, Pennsylvania is a suburban municipality in western Pennsylvania that surrounds the city of Butler and serves as a residential and commercial hub for the area.
-
C.
North Fayette Township, Allegheny County, Pennsylvania
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, and proximity to major transportation routes.
-
D.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
E.
Adams Township, Butler County, Pennsylvania
Adams Township, Butler County, Pennsylvania is a suburban municipality in western Pennsylvania known for its residential communities and proximity to the Pittsburgh metropolitan area.
- 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_69ca836094408190a36a1ea7e9a86fcd |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cdcfae503881909b9f016da4e2207d |
completed | April 2, 2026, 2:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d29a5258788190a4ecdefa5b520609 |
completed | April 5, 2026, 5:22 p.m. |
| NEDg | Description generation | batch_69d29b7430248190b8965eaf1286dd7c |
completed | April 5, 2026, 5:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d29c7ba9f081908f4614098d6c954b |
completed | April 5, 2026, 5:31 p.m. |
Created at: March 30, 2026, 8:57 p.m.