Triple
T10128756
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery County, Pennsylvania |
E226281
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
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.
|
E846994
|
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 Providence Township, Pennsylvania | Statement: [Montgomery County, Pennsylvania, containsTownship, Lower Providence Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Providence Township, Pennsylvania Context triple: [Montgomery County, Pennsylvania, containsTownship, Lower Providence Township, Pennsylvania]
-
A.
Upper Providence Township, Pennsylvania
Upper Providence Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and proximity to the Perkiomen and Schuylkill creeks.
-
B.
Nether Providence Township, Pennsylvania
Nether Providence Township, Pennsylvania is a suburban community in Delaware County near Philadelphia, known for its residential neighborhoods, historic sites, and proximity to several small college towns.
-
C.
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.
-
D.
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.
-
E.
Tinicum Township, Pennsylvania
Tinicum Township, Pennsylvania is a Delaware County municipality near Philadelphia known for encompassing much of the John Heinz National Wildlife Refuge at Tinicum and its surrounding wetlands.
- 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 Providence Township, Pennsylvania Triple: [Montgomery County, Pennsylvania, containsTownship, Lower Providence Township, Pennsylvania]
Generated description
Lower Providence Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, parks, and local historic sites.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lower Providence Township, Pennsylvania Target entity description: Lower Providence Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, parks, and local historic sites.
-
A.
Upper Providence Township, Pennsylvania
Upper Providence Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and proximity to the Perkiomen and Schuylkill creeks.
-
B.
Nether Providence Township, Pennsylvania
Nether Providence Township, Pennsylvania is a suburban community in Delaware County near Philadelphia, known for its residential neighborhoods, historic sites, and proximity to several small college towns.
-
C.
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.
-
D.
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.
-
E.
Tinicum Township, Pennsylvania
Tinicum Township, Pennsylvania is a Delaware County municipality near Philadelphia known for encompassing much of the John Heinz National Wildlife Refuge at Tinicum and its surrounding wetlands.
- 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_69ca843057b48190a86730167f5d6b98 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd333186c819088bbf617967f24fa |
completed | April 2, 2026, 2:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317552b6081909a2e82e554a8f96e |
completed | April 6, 2026, 2:15 a.m. |
| NEDg | Description generation | batch_69d3183a8410819094e81fe9f43717b2 |
completed | April 6, 2026, 2:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d318adfcb081909a3567f5327765ab |
completed | April 6, 2026, 2:21 a.m. |
Created at: March 30, 2026, 9:05 p.m.