Triple
T1560056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bucks County, Pennsylvania |
E33298
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
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.
|
E300006
|
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: Northampton County, Pennsylvania | Statement: [Bucks County, Pennsylvania, borders, Northampton County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northampton County, Pennsylvania Context triple: [Bucks County, Pennsylvania, borders, Northampton County, Pennsylvania]
-
A.
Northumberland County, Pennsylvania
Northumberland County, Pennsylvania is a county in central Pennsylvania known for its historic coal-mining communities and location along the Susquehanna River.
-
B.
Cumberland County, Pennsylvania
Cumberland County, Pennsylvania is a largely suburban and historically significant county west of Harrisburg, known for its role in the Cumberland Valley and its mix of rural landscapes, small towns, and growing residential communities.
-
C.
Franklin County, Pennsylvania
Franklin County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its agricultural landscape, historic towns, and role in Civil War-era events.
-
D.
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.
-
E.
Dauphin County, Pennsylvania
Dauphin County, Pennsylvania is a county in the U.S. state of Pennsylvania that includes the state capital, Harrisburg, and serves as a regional hub for government, transportation, and industry.
- 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: Northampton County, Pennsylvania Triple: [Bucks County, Pennsylvania, borders, Northampton County, Pennsylvania]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northampton County, Pennsylvania Target entity description: 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.
-
A.
Northumberland County, Pennsylvania
Northumberland County, Pennsylvania is a county in central Pennsylvania known for its historic coal-mining communities and location along the Susquehanna River.
-
B.
Cumberland County, Pennsylvania
Cumberland County, Pennsylvania is a largely suburban and historically significant county west of Harrisburg, known for its role in the Cumberland Valley and its mix of rural landscapes, small towns, and growing residential communities.
-
C.
Franklin County, Pennsylvania
Franklin County, Pennsylvania is a largely rural county in south-central Pennsylvania known for its agricultural landscape, historic towns, and role in Civil War-era events.
-
D.
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.
-
E.
Dauphin County, Pennsylvania
Dauphin County, Pennsylvania is a county in the U.S. state of Pennsylvania that includes the state capital, Harrisburg, and serves as a regional hub for government, transportation, and industry.
- 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_69a885ef9cf48190b0af0f5ce3d02231 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90885d6208190b4b7d6ad336d4d16 |
completed | March 5, 2026, 4:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc61b715c81908bb4849b03617d85 |
completed | March 10, 2026, 7:19 a.m. |
| NEDg | Description generation | batch_69afc92a15b08190a2bb49ecb8d297aa |
completed | March 10, 2026, 7:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc9a50f148190be1af8808fc55545 |
completed | March 10, 2026, 7:35 a.m. |
Created at: March 4, 2026, 7:27 p.m.