Triple
T20672552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newmanstown, Pennsylvania |
E508065
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Millcreek Township, Lebanon County, Pennsylvania |
—
|
NE NERFINISHED |
How this triple was built (3 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: Millcreek Township, Lebanon County, Pennsylvania | Statement: [Newmanstown, Pennsylvania, locatedIn, Millcreek Township, Lebanon County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millcreek Township, Lebanon County, Pennsylvania Context triple: [Newmanstown, Pennsylvania, locatedIn, Millcreek Township, Lebanon County, Pennsylvania]
-
A.
Millcreek Township, Erie County, Pennsylvania
Millcreek Township, Erie County, Pennsylvania is a large suburban community bordering the city of Erie along Lake Erie, known for its residential neighborhoods, commercial corridors, and recreational lakefront areas.
-
B.
Jackson Township, Lebanon County, Pennsylvania
Jackson Township, Lebanon County, Pennsylvania is a rural municipality in south-central Pennsylvania that forms part of the broader Lebanon metropolitan region.
-
C.
Miller Township, Huntingdon County, Pennsylvania
Miller Township is a small rural township located within Huntingdon County in central Pennsylvania.
-
D.
Union Township, Lebanon County, Pennsylvania
Union Township is a rural municipality in Lebanon County, Pennsylvania, known for its small communities, natural landscapes, and inclusion in the broader Lebanon metropolitan region.
-
E.
Mill Creek, Pennsylvania
Mill Creek, Pennsylvania is a small community in the state of Pennsylvania known in part for hosting a production facility of the historic Yuengling Brewery.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millcreek Township, Lebanon County, Pennsylvania Target entity description: Millcreek Township, Lebanon County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its small communities, including Newmanstown, and its agricultural landscape.
-
A.
Millcreek Township, Erie County, Pennsylvania
Millcreek Township, Erie County, Pennsylvania is a large suburban community bordering the city of Erie along Lake Erie, known for its residential neighborhoods, commercial corridors, and recreational lakefront areas.
-
B.
Jackson Township, Lebanon County, Pennsylvania
Jackson Township, Lebanon County, Pennsylvania is a rural municipality in south-central Pennsylvania that forms part of the broader Lebanon metropolitan region.
-
C.
Miller Township, Huntingdon County, Pennsylvania
Miller Township is a small rural township located within Huntingdon County in central Pennsylvania.
-
D.
Union Township, Lebanon County, Pennsylvania
Union Township is a rural municipality in Lebanon County, Pennsylvania, known for its small communities, natural landscapes, and inclusion in the broader Lebanon metropolitan region.
-
E.
Mill Creek, Pennsylvania
Mill Creek, Pennsylvania is a small community in the state of Pennsylvania known in part for hosting a production facility of the historic Yuengling Brewery.
- F. None of above. chosen
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_69e0b4c1164881909a3bf1e3ddb2bc32 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b5cb1fc88190805f623e93a70368 |
completed | April 20, 2026, 11:24 p.m. |
Created at: April 16, 2026, 11:44 a.m.