Triple
T23355945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swatara Township, Dauphin County, Pennsylvania |
E593050
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Hummelstown, Pennsylvania |
—
|
NE NERFINISHED |
How this triple was built (2 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: Hummelstown, Pennsylvania | Statement: [Swatara Township, Dauphin County, Pennsylvania, borders, Hummelstown, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hummelstown, Pennsylvania Context triple: [Swatara Township, Dauphin County, Pennsylvania, borders, Hummelstown, Pennsylvania]
-
A.
Hummelstown, Pennsylvania
chosen
Hummelstown, Pennsylvania is a small historic borough in central Pennsylvania known for its proximity to Hershey and Harrisburg and its role as a residential and commercial community in the region.
-
B.
Mountville, Pennsylvania
Mountville, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of Lancaster.
-
C.
Hellertown, Pennsylvania
Hellertown, Pennsylvania is a small borough in the Lehigh Valley region known for its residential character, local parks, and proximity to Bethlehem and other larger communities.
-
D.
Stockertown, Pennsylvania
Stockertown, Pennsylvania is a small borough in eastern Pennsylvania that forms part of the Lehigh Valley metropolitan region.
-
E.
Watsontown, Pennsylvania
Watsontown, Pennsylvania is a small borough along the West Branch Susquehanna River in central Pennsylvania known for its historic downtown and residential community.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 17, 2026, 5:27 p.m.