Triple
T17265479
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Route 132 |
E419114
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Lower Southampton Township, Pennsylvania
Lower Southampton Township, Pennsylvania is a suburban municipality in Bucks County known for its residential communities, local parks, and commercial corridors within the greater Philadelphia metropolitan area.
|
E1259980
|
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: Lower Southampton Township, Pennsylvania | Statement: [Pennsylvania Route 132, passesThrough, Lower Southampton Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Southampton Township, Pennsylvania Context triple: [Pennsylvania Route 132, passesThrough, Lower Southampton Township, Pennsylvania]
-
A.
Lower Saucon Township, Pennsylvania
Lower Saucon Township, Pennsylvania is a suburban community in Northampton County known for its mix of rural landscapes, residential neighborhoods, and proximity to the Lehigh Valley metropolitan area.
-
B.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
-
C.
Lower Mount Bethel Township, Pennsylvania
Lower Mount Bethel Township, Pennsylvania is a rural municipality in Northampton County known for its agricultural landscape, historic villages, and location along the Delaware River in the Lehigh Valley region.
-
D.
Lower Providence Township, Pennsylvania
Lower Providence Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, parks, and local historic sites.
-
E.
Lower Makefield Township, Pennsylvania
Lower Makefield Township, Pennsylvania is a suburban community in Bucks County along the Delaware River, known for its residential neighborhoods, parks, and proximity to the Philadelphia and Trenton metropolitan 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: Lower Southampton Township, Pennsylvania Triple: [Pennsylvania Route 132, passesThrough, Lower Southampton Township, Pennsylvania]
Generated description
Lower Southampton Township, Pennsylvania is a suburban municipality in Bucks County known for its residential communities, local parks, and commercial corridors within the greater Philadelphia metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lower Southampton Township, Pennsylvania Target entity description: Lower Southampton Township, Pennsylvania is a suburban municipality in Bucks County known for its residential communities, local parks, and commercial corridors within the greater Philadelphia metropolitan area.
-
A.
Lower Saucon Township, Pennsylvania
Lower Saucon Township, Pennsylvania is a suburban community in Northampton County known for its mix of rural landscapes, residential neighborhoods, and proximity to the Lehigh Valley metropolitan area.
-
B.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
-
C.
Lower Mount Bethel Township, Pennsylvania
Lower Mount Bethel Township, Pennsylvania is a rural municipality in Northampton County known for its agricultural landscape, historic villages, and location along the Delaware River in the Lehigh Valley region.
-
D.
Lower Providence Township, Pennsylvania
Lower Providence Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, parks, and local historic sites.
-
E.
Lower Makefield Township, Pennsylvania
Lower Makefield Township, Pennsylvania is a suburban community in Bucks County along the Delaware River, known for its residential neighborhoods, parks, and proximity to the Philadelphia and Trenton metropolitan 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42f44ec7c81909a925fc8692b0a6c |
completed | April 19, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01794641648190a5db87ecb359c17a |
completed | May 11, 2026, 6:37 a.m. |
| NEDg | Description generation | batch_6a017abddcc48190872f77b62ac9896e |
completed | May 11, 2026, 6:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017b7e72908190913215717fb04b0f |
completed | May 11, 2026, 6:47 a.m. |
Created at: April 10, 2026, 5:40 a.m.