Triple
T6792295
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Burlington County |
E155963
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Buckingham County, Pennsylvania
Buckingham County, Pennsylvania is a likely misnomer for Buckingham Township in Bucks County, a historic and predominantly rural-residential community in southeastern Pennsylvania.
|
E848340
|
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: Buckingham County, Pennsylvania | Statement: [Burlington County, borders, Buckingham County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buckingham County, Pennsylvania Context triple: [Burlington County, borders, Buckingham County, Pennsylvania]
-
A.
Bedford County, Pennsylvania
Bedford County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its historic sites, scenic Appalachian landscapes, and outdoor recreation opportunities.
-
B.
York County, Pennsylvania
York County, Pennsylvania is a largely rural and suburban county known for its historic role in the American Revolution, agricultural heritage, and manufacturing base, located just north of the Maryland border.
-
C.
Butler County, Pennsylvania
Butler County, Pennsylvania is a county in western Pennsylvania known for its mix of small industrial cities, rural communities, and recreational areas such as Moraine State Park.
-
D.
Northampton County, Pennsylvania
Northampton County, Pennsylvania is a county in the Lehigh Valley region of eastern Pennsylvania known for its mix of historic industrial cities like Easton and Bethlehem and its proximity to the New Jersey border.
-
E.
Westmoreland County, Pennsylvania
Westmoreland County, Pennsylvania is a historic county in southwestern Pennsylvania known for its role in early American industrialization and as the birthplace of industrialist Henry Clay Frick.
- 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: Buckingham County, Pennsylvania Triple: [Burlington County, borders, Buckingham County, Pennsylvania]
Generated description
Buckingham County, Pennsylvania is a likely misnomer for Buckingham Township in Bucks County, a historic and predominantly rural-residential community in southeastern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buckingham County, Pennsylvania Target entity description: Buckingham County, Pennsylvania is a likely misnomer for Buckingham Township in Bucks County, a historic and predominantly rural-residential community in southeastern Pennsylvania.
-
A.
Bedford County, Pennsylvania
Bedford County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its historic sites, scenic Appalachian landscapes, and outdoor recreation opportunities.
-
B.
York County, Pennsylvania
York County, Pennsylvania is a largely rural and suburban county known for its historic role in the American Revolution, agricultural heritage, and manufacturing base, located just north of the Maryland border.
-
C.
Butler County, Pennsylvania
Butler County, Pennsylvania is a county in western Pennsylvania known for its mix of small industrial cities, rural communities, and recreational areas such as Moraine State Park.
-
D.
Northampton County, Pennsylvania
Northampton County, Pennsylvania is a county in the Lehigh Valley region of eastern Pennsylvania known for its mix of historic industrial cities like Easton and Bethlehem and its proximity to the New Jersey border.
-
E.
Westmoreland County, Pennsylvania
Westmoreland County, Pennsylvania is a historic county in southwestern Pennsylvania known for its role in early American industrialization and as the birthplace of industrialist Henry Clay Frick.
- 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_69c6881770fc8190972b2906390380f5 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d2ae4d1c819089ac6b3abf11a341 |
completed | March 27, 2026, 6:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d3549788608190a1949eb254e43a8e |
completed | April 6, 2026, 6:37 a.m. |
| NEDg | Description generation | batch_69d356211fd8819089db018473b959e9 |
completed | April 6, 2026, 6:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d356a1c48c81909820ad66d96c9cc5 |
completed | April 6, 2026, 6:45 a.m. |
Created at: March 27, 2026, 2:15 p.m.