Triple
T1372962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berks County, Pennsylvania |
E30154
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Exeter Township, Berks County, Pennsylvania
Exeter Township, Berks County, Pennsylvania is a suburban municipality near Reading known for its residential communities, local schools, and mix of rural and developed areas in southeastern Pennsylvania.
|
E158088
|
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: Exeter Township, Berks County, Pennsylvania | Statement: [Berks County, Pennsylvania, containsTownship, Exeter Township, Berks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Exeter Township, Berks County, Pennsylvania Context triple: [Berks County, Pennsylvania, containsTownship, Exeter Township, Berks County, Pennsylvania]
-
A.
Peters Township, Pennsylvania
Peters Township, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods, strong public schools, and relatively affluent population.
-
B.
East Huntingdon Township, Pennsylvania
East Huntingdon Township, Pennsylvania is a municipality in Westmoreland County known for its historic sites and rural character, including the West Overton Museums complex.
-
C.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
D.
Wilmington Township, Lawrence County, Pennsylvania
Wilmington Township is a rural municipality in Lawrence County, Pennsylvania, known for its agricultural landscape and small-community character in the western part of the state.
-
E.
Warminster, Pennsylvania
Warminster, Pennsylvania is a suburban township in Bucks County, known as a residential community within the greater Philadelphia metropolitan area.
- 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: Exeter Township, Berks County, Pennsylvania Triple: [Berks County, Pennsylvania, containsTownship, Exeter Township, Berks County, Pennsylvania]
Generated description
Exeter Township, Berks County, Pennsylvania is a suburban municipality near Reading known for its residential communities, local schools, and mix of rural and developed areas in southeastern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Exeter Township, Berks County, Pennsylvania Target entity description: Exeter Township, Berks County, Pennsylvania is a suburban municipality near Reading known for its residential communities, local schools, and mix of rural and developed areas in southeastern Pennsylvania.
-
A.
Peters Township, Pennsylvania
Peters Township, Pennsylvania is a suburban community in the Pittsburgh metropolitan area known for its residential neighborhoods, strong public schools, and relatively affluent population.
-
B.
East Huntingdon Township, Pennsylvania
East Huntingdon Township, Pennsylvania is a municipality in Westmoreland County known for its historic sites and rural character, including the West Overton Museums complex.
-
C.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
D.
Wilmington Township, Lawrence County, Pennsylvania
Wilmington Township is a rural municipality in Lawrence County, Pennsylvania, known for its agricultural landscape and small-community character in the western part of the state.
-
E.
Warminster, Pennsylvania
Warminster, Pennsylvania is a suburban township in Bucks County, known as a residential community within the greater Philadelphia metropolitan area.
- 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_69a498f912008190a376a98b207b2071 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c2f4889881908103473a0173e23f |
completed | March 1, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acd48397c88190b5be985bf92d47b8 |
completed | March 8, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_69acd4efb73881908dda4973befc6aa5 |
completed | March 8, 2026, 1:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd56ef0b081909df2efee97a4197c |
completed | March 8, 2026, 1:48 a.m. |
Created at: March 1, 2026, 7:57 p.m.