Triple
T10128758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery County, Pennsylvania |
E226281
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Whitpain Township, Pennsylvania
Whitpain Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and proximity to the greater Philadelphia area.
|
E843665
|
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: Whitpain Township, Pennsylvania | Statement: [Montgomery County, Pennsylvania, containsTownship, Whitpain Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whitpain Township, Pennsylvania Context triple: [Montgomery County, Pennsylvania, containsTownship, Whitpain Township, Pennsylvania]
-
A.
Wilmington Township, Pennsylvania
Wilmington Township, Pennsylvania is a rural township in Lawrence County known for its agricultural landscape and small-community character in western Pennsylvania.
-
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.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
D.
Hampden Township, Pennsylvania
Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
-
E.
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.
- 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: Whitpain Township, Pennsylvania Triple: [Montgomery County, Pennsylvania, containsTownship, Whitpain Township, Pennsylvania]
Generated description
Whitpain Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and proximity to the greater Philadelphia area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Whitpain Township, Pennsylvania Target entity description: Whitpain Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and proximity to the greater Philadelphia area.
-
A.
Wilmington Township, Pennsylvania
Wilmington Township, Pennsylvania is a rural township in Lawrence County known for its agricultural landscape and small-community character in western Pennsylvania.
-
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.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
D.
Hampden Township, Pennsylvania
Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
-
E.
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.
- 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_69d2e5c29f6c8190b347a6963ca46dac |
completed | April 5, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69d2e6f3af4c8190b57870317dff1c0f |
completed | April 5, 2026, 10:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e793e9248190b684621afea0201c |
completed | April 5, 2026, 10:52 p.m. |
Created at: March 30, 2026, 9:05 p.m.