Triple
T7161229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Butler County, Pennsylvania |
E166947
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Connoquenessing Township, Butler County, Pennsylvania
Connoquenessing Township is a rural municipality in Butler County, western Pennsylvania, known for its residential communities, farmland, and proximity to the city of Butler.
|
E645894
|
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: Connoquenessing Township, Butler County, Pennsylvania | Statement: [Butler County, Pennsylvania, hasTownship, Connoquenessing Township, Butler County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Connoquenessing Township, Butler County, Pennsylvania Context triple: [Butler County, Pennsylvania, hasTownship, Connoquenessing Township, Butler County, Pennsylvania]
-
A.
Concord Township, Delaware County, Pennsylvania
Concord Township, Delaware County, Pennsylvania is a suburban municipality in southeastern Pennsylvania known for its residential communities, commercial development, and proximity to the Philadelphia metropolitan area.
-
B.
Union Township, Adams County, Pennsylvania
Union Township is a small rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and proximity to historic Gettysburg.
-
C.
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.
-
D.
Hamilton Township, Adams County, Pennsylvania
Hamilton Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
-
E.
Union Township, Washington County, Pennsylvania
Union Township is a rural municipality in Washington County, Pennsylvania, known for its residential communities, open spaces, and location within 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: Connoquenessing Township, Butler County, Pennsylvania Triple: [Butler County, Pennsylvania, hasTownship, Connoquenessing Township, Butler County, Pennsylvania]
Generated description
Connoquenessing Township is a rural municipality in Butler County, western Pennsylvania, known for its residential communities, farmland, and proximity to the city of Butler.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Connoquenessing Township, Butler County, Pennsylvania Target entity description: Connoquenessing Township is a rural municipality in Butler County, western Pennsylvania, known for its residential communities, farmland, and proximity to the city of Butler.
-
A.
Concord Township, Delaware County, Pennsylvania
Concord Township, Delaware County, Pennsylvania is a suburban municipality in southeastern Pennsylvania known for its residential communities, commercial development, and proximity to the Philadelphia metropolitan area.
-
B.
Union Township, Adams County, Pennsylvania
Union Township is a small rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and proximity to historic Gettysburg.
-
C.
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.
-
D.
Hamilton Township, Adams County, Pennsylvania
Hamilton Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
-
E.
Union Township, Washington County, Pennsylvania
Union Township is a rural municipality in Washington County, Pennsylvania, known for its residential communities, open spaces, and location within 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_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.