Triple
T6413004
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lawnton, Pennsylvania |
E127753
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Swatara Township, Dauphin County, Pennsylvania
Swatara Township, Dauphin County, Pennsylvania is a suburban municipality near Harrisburg that includes several unincorporated communities and residential areas.
|
E593050
|
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: Swatara Township, Dauphin County, Pennsylvania | Statement: [Lawnton, Pennsylvania, locatedIn, Swatara Township, Dauphin County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swatara Township, Dauphin County, Pennsylvania Context triple: [Lawnton, Pennsylvania, locatedIn, Swatara Township, Dauphin County, Pennsylvania]
-
A.
Swatara Township, Lebanon County, Pennsylvania
Swatara Township, Lebanon County, Pennsylvania is a small municipal township in south-central Pennsylvania that forms part of the Lebanon metropolitan area.
-
B.
West Penn Township, Schuylkill County, Pennsylvania
West Penn Township is a rural municipality in Schuylkill County, Pennsylvania, characterized by its small communities, agricultural landscape, and location in the foothills of the Appalachian region.
-
C.
Easttown Township, Chester County, Pennsylvania
Easttown Township, Chester County, Pennsylvania is a suburban municipality in southeastern Pennsylvania known for its historic character, affluent residential communities, and location along Philadelphia’s Main Line.
-
D.
Daugherty Township, Pennsylvania
Daugherty Township, Pennsylvania is a small residential township in Beaver County known for its suburban character and proximity to the borough of New Brighton.
-
E.
Walker Township, Schuylkill County, Pennsylvania
Walker Township, Schuylkill County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its small communities and natural landscapes within the Little Schuylkill River valley.
- 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: Swatara Township, Dauphin County, Pennsylvania Triple: [Lawnton, Pennsylvania, locatedIn, Swatara Township, Dauphin County, Pennsylvania]
Generated description
Swatara Township, Dauphin County, Pennsylvania is a suburban municipality near Harrisburg that includes several unincorporated communities and residential areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swatara Township, Dauphin County, Pennsylvania Target entity description: Swatara Township, Dauphin County, Pennsylvania is a suburban municipality near Harrisburg that includes several unincorporated communities and residential areas.
-
A.
Swatara Township, Lebanon County, Pennsylvania
Swatara Township, Lebanon County, Pennsylvania is a small municipal township in south-central Pennsylvania that forms part of the Lebanon metropolitan area.
-
B.
West Penn Township, Schuylkill County, Pennsylvania
West Penn Township is a rural municipality in Schuylkill County, Pennsylvania, characterized by its small communities, agricultural landscape, and location in the foothills of the Appalachian region.
-
C.
Easttown Township, Chester County, Pennsylvania
Easttown Township, Chester County, Pennsylvania is a suburban municipality in southeastern Pennsylvania known for its historic character, affluent residential communities, and location along Philadelphia’s Main Line.
-
D.
Daugherty Township, Pennsylvania
Daugherty Township, Pennsylvania is a small residential township in Beaver County known for its suburban character and proximity to the borough of New Brighton.
-
E.
Walker Township, Schuylkill County, Pennsylvania
Walker Township, Schuylkill County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its small communities and natural landscapes within the Little Schuylkill River valley.
- 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_69c0083723d88190b1e37b19df162c08 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068d228208190ba05eeb7707482fe |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640c7946081908bb410fcf905535c |
completed | March 27, 2026, 8:33 a.m. |
| NEDg | Description generation | batch_69c6426e46bc8190b114dd4f26d31e60 |
completed | March 27, 2026, 8:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6431c55fc8190ab028fe93a7895ca |
completed | March 27, 2026, 8:43 a.m. |
Created at: March 22, 2026, 4:42 p.m.