Triple
T23355948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swatara Township, Dauphin County, Pennsylvania |
E593050
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
South Hanover Township, Dauphin County, Pennsylvania
South Hanover Township, located in Dauphin County, Pennsylvania, is a suburban municipality near Harrisburg known for its residential communities, local parks, and proximity to major regional attractions.
|
E1584851
|
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: South Hanover Township, Dauphin County, Pennsylvania | Statement: [Swatara Township, Dauphin County, Pennsylvania, borders, South Hanover Township, Dauphin County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Hanover Township, Dauphin County, Pennsylvania Context triple: [Swatara Township, Dauphin County, Pennsylvania, borders, South Hanover Township, Dauphin County, Pennsylvania]
-
A.
West Hanover Township, Dauphin County, Pennsylvania
West Hanover Township, located in Dauphin County, Pennsylvania, is a suburban community near Harrisburg known for its residential neighborhoods, local parks, and access to major transportation routes.
-
B.
Hanover Township, Washington County, Pennsylvania
Hanover Township is a rural township in Washington County, Pennsylvania, known for its agricultural landscape and location in the southwestern part of the state near the West Virginia border.
-
C.
East Hanover Township, Lebanon County, Pennsylvania
East Hanover Township, Lebanon County, Pennsylvania is a rural municipality in south-central Pennsylvania known for its agricultural landscape and small-community character within the broader Lebanon metropolitan region.
-
D.
Hanover Township, Northampton County, Pennsylvania
Hanover Township, Northampton County, Pennsylvania is a suburban municipality in eastern Pennsylvania that forms part of the Lehigh Valley metropolitan area.
-
E.
Hanover Township, Lehigh County, Pennsylvania
Hanover Township, Lehigh County, Pennsylvania is a suburban municipality in the Lehigh Valley region known for its residential communities, commercial development, and proximity to the city of Allentown.
- 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: South Hanover Township, Dauphin County, Pennsylvania Triple: [Swatara Township, Dauphin County, Pennsylvania, borders, South Hanover Township, Dauphin County, Pennsylvania]
Generated description
South Hanover Township, located in Dauphin County, Pennsylvania, is a suburban municipality near Harrisburg known for its residential communities, local parks, and proximity to major regional attractions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Hanover Township, Dauphin County, Pennsylvania Target entity description: South Hanover Township, located in Dauphin County, Pennsylvania, is a suburban municipality near Harrisburg known for its residential communities, local parks, and proximity to major regional attractions.
-
A.
West Hanover Township, Dauphin County, Pennsylvania
West Hanover Township, located in Dauphin County, Pennsylvania, is a suburban community near Harrisburg known for its residential neighborhoods, local parks, and access to major transportation routes.
-
B.
Hanover Township, Washington County, Pennsylvania
Hanover Township is a rural township in Washington County, Pennsylvania, known for its agricultural landscape and location in the southwestern part of the state near the West Virginia border.
-
C.
East Hanover Township, Lebanon County, Pennsylvania
East Hanover Township, Lebanon County, Pennsylvania is a rural municipality in south-central Pennsylvania known for its agricultural landscape and small-community character within the broader Lebanon metropolitan region.
-
D.
Hanover Township, Northampton County, Pennsylvania
Hanover Township, Northampton County, Pennsylvania is a suburban municipality in eastern Pennsylvania that forms part of the Lehigh Valley metropolitan area.
-
E.
Hanover Township, Lehigh County, Pennsylvania
Hanover Township, Lehigh County, Pennsylvania is a suburban municipality in the Lehigh Valley region known for its residential communities, commercial development, and proximity to the city of Allentown.
- 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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19a176b548190bf5a08bb2585344d |
completed | April 29, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c6786c9348190b2a7ceed7bcb0ef9 |
completed | May 19, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_6a0c7213e19881909151fe5c0560e096 |
completed | May 19, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c76f0f4bc81909912d2196e969cf1 |
completed | May 19, 2026, 2:42 p.m. |
Created at: April 17, 2026, 5:27 p.m.