Triple
T18068964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Route 5 |
E432369
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
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.
|
E1303820
|
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: Millcreek Township, Erie County, Pennsylvania | Statement: [Pennsylvania Route 5, passesThrough, Millcreek Township, Erie County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millcreek Township, Erie County, Pennsylvania Context triple: [Pennsylvania Route 5, passesThrough, Millcreek Township, Erie County, Pennsylvania]
-
A.
Mill Creek (Lancaster County, Pennsylvania)
Mill Creek in Lancaster County, Pennsylvania is a small stream that flows through the county’s rural and agricultural landscapes before joining the Conestoga River.
-
B.
Fairview Township, Erie County, Pennsylvania
Fairview Township, Erie County, Pennsylvania is a suburban-rural community in northwestern Pennsylvania located along the Lake Erie shoreline, known for its residential neighborhoods, agricultural areas, and access to regional amenities near the city of Erie.
-
C.
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.
-
D.
Spring Creek Township, Pennsylvania
Spring Creek Township, Pennsylvania is a rural township in Warren County best known as the birthplace of future U.S. Supreme Court Justice Robert H. Jackson.
-
E.
North Fayette Township, Allegheny County, Pennsylvania
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, and proximity to major transportation routes.
- 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: Millcreek Township, Erie County, Pennsylvania Triple: [Pennsylvania Route 5, passesThrough, Millcreek Township, Erie County, Pennsylvania]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millcreek Township, Erie County, Pennsylvania Target entity description: 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.
-
A.
Mill Creek (Lancaster County, Pennsylvania)
Mill Creek in Lancaster County, Pennsylvania is a small stream that flows through the county’s rural and agricultural landscapes before joining the Conestoga River.
-
B.
Fairview Township, Erie County, Pennsylvania
Fairview Township, Erie County, Pennsylvania is a suburban-rural community in northwestern Pennsylvania located along the Lake Erie shoreline, known for its residential neighborhoods, agricultural areas, and access to regional amenities near the city of Erie.
-
C.
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.
-
D.
Spring Creek Township, Pennsylvania
Spring Creek Township, Pennsylvania is a rural township in Warren County best known as the birthplace of future U.S. Supreme Court Justice Robert H. Jackson.
-
E.
North Fayette Township, Allegheny County, Pennsylvania
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, and proximity to major transportation routes.
- 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_69d8b9070cac81909fa9473fb1c3f1c7 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4ccebff748190b41d2edd93994c67 |
completed | April 19, 2026, 12:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0356721eb4819095f84bb57147bcee |
completed | May 12, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_6a0357c992d08190b590dd30f982f9a9 |
completed | May 12, 2026, 4:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0358402bc48190b91c2c829aef5bc1 |
completed | May 12, 2026, 4:41 p.m. |
Created at: April 10, 2026, 10:26 a.m.