Triple
T7161226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Butler County, Pennsylvania |
E166947
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
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.
|
E645891
|
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: Butler Township, Butler County, Pennsylvania | Statement: [Butler County, Pennsylvania, hasTownship, Butler Township, Butler County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Butler Township, Butler County, Pennsylvania Context triple: [Butler County, Pennsylvania, hasTownship, Butler 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, Montgomery County, Ohio
Butler Township, Montgomery County, Ohio is a local civil township located in southwestern Ohio that forms part of the Dayton metropolitan area.
-
C.
West Chester Township, Butler County, Ohio
West Chester Township, Butler County, Ohio, is a rapidly growing suburban community north of Cincinnati known for its residential neighborhoods, commercial centers, and role as a major economic hub in southwestern Ohio.
-
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.
Washington Township, Franklin County, Pennsylvania
Washington Township in Franklin County, Pennsylvania, is a largely rural municipality in the state's south-central region, known for its scenic Appalachian landscapes and small communities such as Blue Ridge Summit.
- 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: Butler Township, Butler County, Pennsylvania Triple: [Butler County, Pennsylvania, hasTownship, Butler Township, Butler County, Pennsylvania]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Butler Township, Butler County, Pennsylvania Target entity description: 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.
-
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, Montgomery County, Ohio
Butler Township, Montgomery County, Ohio is a local civil township located in southwestern Ohio that forms part of the Dayton metropolitan area.
-
C.
West Chester Township, Butler County, Ohio
West Chester Township, Butler County, Ohio, is a rapidly growing suburban community north of Cincinnati known for its residential neighborhoods, commercial centers, and role as a major economic hub in southwestern Ohio.
-
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.
Washington Township, Franklin County, Pennsylvania
Washington Township in Franklin County, Pennsylvania, is a largely rural municipality in the state's south-central region, known for its scenic Appalachian landscapes and small communities such as Blue Ridge Summit.
- 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_69c68887a5cc8190bec0ea96227164f7 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e82ce770819081dccf7ffd50c2ab |
completed | March 27, 2026, 8:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7adc08b688190a00024727542c8b9 |
completed | March 28, 2026, 10:30 a.m. |
| NEDg | Description generation | batch_69c7ae661f4481908ee489023af9603b |
completed | March 28, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7aef767848190b7edf7a99e2e019d |
completed | March 28, 2026, 10:35 a.m. |
Created at: March 27, 2026, 2:47 p.m.