Triple
T7161230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Butler County, Pennsylvania |
E166947
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Slippery Rock Township, Butler County, Pennsylvania
Slippery Rock Township, Butler County, Pennsylvania is a rural municipality in western Pennsylvania known for its small communities and proximity to the borough of Slippery Rock and Slippery Rock University.
|
E645895
|
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: Slippery Rock Township, Butler County, Pennsylvania | Statement: [Butler County, Pennsylvania, hasTownship, Slippery Rock Township, Butler County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Slippery Rock Township, Butler County, Pennsylvania Context triple: [Butler County, Pennsylvania, hasTownship, Slippery Rock Township, Butler County, Pennsylvania]
-
A.
Slippery Rock Township, Lawrence County, Pennsylvania
Slippery Rock Township is a rural municipality in western Pennsylvania known for its small communities, natural landscapes, and location within Lawrence County.
-
B.
Slippery Rock Township
Slippery Rock Township is a municipal township located in Lawrence County in western Pennsylvania, known for its rural character and proximity to the borough of Slippery Rock.
-
C.
Mahoning Township, Lawrence County, Pennsylvania
Mahoning Township, Lawrence County, Pennsylvania is a rural township in western Pennsylvania known for its small communities and local agricultural and residential character within Lawrence County.
-
D.
Rockland Township, Berks County, Pennsylvania
Rockland Township, Berks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its agricultural landscape, small communities, and location within the Reading metropolitan area.
-
E.
Cold Spring Township, Lebanon County, Pennsylvania
Cold Spring Township is a sparsely populated, largely forested township in Lebanon County, Pennsylvania, known for encompassing part of the Pennsylvania State Game Lands and lying within the Lebanon 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: Slippery Rock Township, Butler County, Pennsylvania Triple: [Butler County, Pennsylvania, hasTownship, Slippery Rock Township, Butler County, Pennsylvania]
Generated description
Slippery Rock Township, Butler County, Pennsylvania is a rural municipality in western Pennsylvania known for its small communities and proximity to the borough of Slippery Rock and Slippery Rock University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Slippery Rock Township, Butler County, Pennsylvania Target entity description: Slippery Rock Township, Butler County, Pennsylvania is a rural municipality in western Pennsylvania known for its small communities and proximity to the borough of Slippery Rock and Slippery Rock University.
-
A.
Slippery Rock Township, Lawrence County, Pennsylvania
Slippery Rock Township is a rural municipality in western Pennsylvania known for its small communities, natural landscapes, and location within Lawrence County.
-
B.
Slippery Rock Township
Slippery Rock Township is a municipal township located in Lawrence County in western Pennsylvania, known for its rural character and proximity to the borough of Slippery Rock.
-
C.
Mahoning Township, Lawrence County, Pennsylvania
Mahoning Township, Lawrence County, Pennsylvania is a rural township in western Pennsylvania known for its small communities and local agricultural and residential character within Lawrence County.
-
D.
Rockland Township, Berks County, Pennsylvania
Rockland Township, Berks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its agricultural landscape, small communities, and location within the Reading metropolitan area.
-
E.
Cold Spring Township, Lebanon County, Pennsylvania
Cold Spring Township is a sparsely populated, largely forested township in Lebanon County, Pennsylvania, known for encompassing part of the Pennsylvania State Game Lands and lying within the Lebanon 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_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.