Triple
T1372964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berks County, Pennsylvania |
E30154
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Spring Township, Berks County, Pennsylvania
Spring Township is a suburban municipality in Berks County, Pennsylvania, known for its residential communities, local parks, and proximity to the city of Reading.
|
E158090
|
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: Spring Township, Berks County, Pennsylvania | Statement: [Berks County, Pennsylvania, containsTownship, Spring Township, Berks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring Township, Berks County, Pennsylvania Context triple: [Berks County, Pennsylvania, containsTownship, Spring Township, Berks County, Pennsylvania]
-
A.
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.
-
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.
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.
-
D.
South Strabane Township, Pennsylvania
South Strabane Township, Pennsylvania is a suburban township in southwestern Pennsylvania located near the city of Washington and known for its residential communities and commercial development.
-
E.
Pulaski Township, Lawrence County, Pennsylvania
Pulaski Township, Lawrence County, Pennsylvania is a small rural township in western Pennsylvania known for its agricultural landscape and residential communities within Lawrence County.
- 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: Spring Township, Berks County, Pennsylvania Triple: [Berks County, Pennsylvania, containsTownship, Spring Township, Berks County, Pennsylvania]
Generated description
Spring Township is a suburban municipality in Berks County, Pennsylvania, known for its residential communities, local parks, and proximity to the city of Reading.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring Township, Berks County, Pennsylvania Target entity description: Spring Township is a suburban municipality in Berks County, Pennsylvania, known for its residential communities, local parks, and proximity to the city of Reading.
-
A.
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.
-
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.
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.
-
D.
South Strabane Township, Pennsylvania
South Strabane Township, Pennsylvania is a suburban township in southwestern Pennsylvania located near the city of Washington and known for its residential communities and commercial development.
-
E.
Pulaski Township, Lawrence County, Pennsylvania
Pulaski Township, Lawrence County, Pennsylvania is a small rural township in western Pennsylvania known for its agricultural landscape and residential communities within Lawrence County.
- 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.