Triple
T20506573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stewart Township, Pennsylvania |
E503448
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Wharton Township, Pennsylvania
Wharton Township, Pennsylvania is a rural municipality in Fayette County known for its scenic Appalachian landscapes and outdoor recreation opportunities near the Pennsylvania–West Virginia–Maryland border.
|
E1436410
|
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: Wharton Township, Pennsylvania | Statement: [Stewart Township, Pennsylvania, borders, Wharton Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wharton Township, Pennsylvania Context triple: [Stewart Township, Pennsylvania, borders, Wharton Township, Pennsylvania]
-
A.
Farmington Township, Pennsylvania
Farmington Township, Pennsylvania is a rural township located in Warren County in the northwestern part of the state.
-
B.
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.
-
C.
Haverford Township, Pennsylvania
Haverford Township, Pennsylvania is a suburban municipality west of Philadelphia known for its residential neighborhoods, historic communities, and the presence of Haverford College.
-
D.
Williams Township, Pennsylvania
Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware River.
-
E.
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.
- 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: Wharton Township, Pennsylvania Triple: [Stewart Township, Pennsylvania, borders, Wharton Township, Pennsylvania]
Generated description
Wharton Township, Pennsylvania is a rural municipality in Fayette County known for its scenic Appalachian landscapes and outdoor recreation opportunities near the Pennsylvania–West Virginia–Maryland border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wharton Township, Pennsylvania Target entity description: Wharton Township, Pennsylvania is a rural municipality in Fayette County known for its scenic Appalachian landscapes and outdoor recreation opportunities near the Pennsylvania–West Virginia–Maryland border.
-
A.
Farmington Township, Pennsylvania
Farmington Township, Pennsylvania is a rural township located in Warren County in the northwestern part of the state.
-
B.
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.
-
C.
Haverford Township, Pennsylvania
Haverford Township, Pennsylvania is a suburban municipality west of Philadelphia known for its residential neighborhoods, historic communities, and the presence of Haverford College.
-
D.
Williams Township, Pennsylvania
Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware River.
-
E.
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.
- 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_69e0b4b1e52c8190894281cf7e3283ab |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e69dc82dd0819085d64d65a1e72c70 |
completed | April 20, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a089d34c4ac8190a4ff8d8442dac927 |
completed | May 16, 2026, 4:37 p.m. |
| NEDg | Description generation | batch_6a089dc1a5688190ba700d78fb1b1940 |
completed | May 16, 2026, 4:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08a16aa21c8190aa7d79578aca0698 |
completed | May 16, 2026, 4:55 p.m. |
Created at: April 16, 2026, 11:36 a.m.