Triple
T9636063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abington Township, Montgomery County, Pennsylvania |
E232935
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Upper Dublin Township, Montgomery County, Pennsylvania
Upper Dublin Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, strong public schools, and proximity to the greater Philadelphia area.
|
E811544
|
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: Upper Dublin Township, Montgomery County, Pennsylvania | Statement: [Abington Township, Montgomery County, Pennsylvania, borders, Upper Dublin Township, Montgomery County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Dublin Township, Montgomery County, Pennsylvania Context triple: [Abington Township, Montgomery County, Pennsylvania, borders, Upper Dublin Township, Montgomery County, Pennsylvania]
-
A.
Upper Southampton Township, Bucks County, Pennsylvania
Upper Southampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to Philadelphia in the Delaware Valley region.
-
B.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
C.
Washington Township, Franklin County, Pennsylvania
Washington Township in Franklin County, Pennsylvania, is a largely rural municipality in the state's south-central region, known for its scenic Appalachian landscapes and small communities such as Blue Ridge Summit.
-
D.
Douglass Township, Montgomery County, Pennsylvania
Douglass Township, Montgomery County, Pennsylvania is a suburban township in southeastern Pennsylvania known for its residential communities, local parks, and proximity to larger urban centers in the Philadelphia metropolitan area.
-
E.
North Fayette Township, Allegheny County, Pennsylvania
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, 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: Upper Dublin Township, Montgomery County, Pennsylvania Triple: [Abington Township, Montgomery County, Pennsylvania, borders, Upper Dublin Township, Montgomery County, Pennsylvania]
Generated description
Upper Dublin Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, strong public schools, and proximity to the greater Philadelphia area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Upper Dublin Township, Montgomery County, Pennsylvania Target entity description: Upper Dublin Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, strong public schools, and proximity to the greater Philadelphia area.
-
A.
Upper Southampton Township, Bucks County, Pennsylvania
Upper Southampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to Philadelphia in the Delaware Valley region.
-
B.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
C.
Washington Township, Franklin County, Pennsylvania
Washington Township in Franklin County, Pennsylvania, is a largely rural municipality in the state's south-central region, known for its scenic Appalachian landscapes and small communities such as Blue Ridge Summit.
-
D.
Douglass Township, Montgomery County, Pennsylvania
Douglass Township, Montgomery County, Pennsylvania is a suburban township in southeastern Pennsylvania known for its residential communities, local parks, and proximity to larger urban centers in the Philadelphia metropolitan area.
-
E.
North Fayette Township, Allegheny County, Pennsylvania
North Fayette Township, located in Allegheny County, Pennsylvania, is a suburban community near Pittsburgh known for its residential neighborhoods, retail centers, 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b2ba0308190931993c0321f6051 |
completed | April 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18237e2608190a3e7d45231a35efd |
completed | April 4, 2026, 9:27 p.m. |
| NEDg | Description generation | batch_69d18333b5c4819090152a2da5e51e87 |
completed | April 4, 2026, 9:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d183c8da2c8190a655c49994b94698 |
completed | April 4, 2026, 9:34 p.m. |
Created at: March 30, 2026, 8:11 p.m.