Triple
T20443887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Erie metropolitan area |
E501464
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Waterford Township, Erie County, Pennsylvania
Waterford Township, Erie County, Pennsylvania is a rural municipality in northwestern Pennsylvania known for its agricultural landscape and proximity to the city of Erie within the Erie metropolitan region.
|
E1431140
|
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: Waterford Township, Erie County, Pennsylvania | Statement: [Erie metropolitan area, containsTownship, Waterford Township, Erie County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waterford Township, Erie County, Pennsylvania Context triple: [Erie metropolitan area, containsTownship, Waterford Township, Erie County, Pennsylvania]
-
A.
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.
-
B.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
C.
North Fayette Township, Pennsylvania
North Fayette Township, Pennsylvania is a suburban municipality in Allegheny County near Pittsburgh, known for its residential communities, retail centers, and proximity to the Pittsburgh International Airport.
-
D.
Fairview Township, Pennsylvania
Fairview Township, Pennsylvania is a suburban municipality in south-central Pennsylvania located just south of Harrisburg, known for its residential communities and proximity to major transportation routes.
-
E.
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.
- 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: Waterford Township, Erie County, Pennsylvania Triple: [Erie metropolitan area, containsTownship, Waterford Township, Erie County, Pennsylvania]
Generated description
Waterford Township, Erie County, Pennsylvania is a rural municipality in northwestern Pennsylvania known for its agricultural landscape and proximity to the city of Erie within the Erie metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waterford Township, Erie County, Pennsylvania Target entity description: Waterford Township, Erie County, Pennsylvania is a rural municipality in northwestern Pennsylvania known for its agricultural landscape and proximity to the city of Erie within the Erie metropolitan region.
-
A.
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.
-
B.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
C.
North Fayette Township, Pennsylvania
North Fayette Township, Pennsylvania is a suburban municipality in Allegheny County near Pittsburgh, known for its residential communities, retail centers, and proximity to the Pittsburgh International Airport.
-
D.
Fairview Township, Pennsylvania
Fairview Township, Pennsylvania is a suburban municipality in south-central Pennsylvania located just south of Harrisburg, known for its residential communities and proximity to major transportation routes.
-
E.
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.
- 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_69e0b4ac0a1c81908845d0f8a56abce8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e68cfa7dd08190883a37e3480b152c |
completed | April 20, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a088401774081909ac697258222235b |
completed | May 16, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_6a0884aeb868819089de185429e0d99d |
completed | May 16, 2026, 2:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0885a1276c8190bc8a843386d6be6a |
completed | May 16, 2026, 2:56 p.m. |
Created at: April 16, 2026, 11:32 a.m.