Triple
T1400889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schuylkill County, Pennsylvania |
E30778
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
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.
|
E265372
|
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: Northumberland County, Pennsylvania | Statement: [Schuylkill County, Pennsylvania, borders, Northumberland County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northumberland County, Pennsylvania Context triple: [Schuylkill County, Pennsylvania, borders, Northumberland County, Pennsylvania]
-
A.
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.
-
B.
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.
-
C.
Somerset County, Pennsylvania
Somerset County, Pennsylvania is a rural county in the Allegheny Mountains known for its outdoor recreation, wind farms, and the Flight 93 National Memorial.
-
D.
Susquehanna County
Susquehanna County is a rural county in northeastern Pennsylvania known for its rolling hills, small towns, and proximity to the New York state border.
-
E.
Bradford County, Pennsylvania
Bradford County, Pennsylvania is a largely rural county in the state's Northern Tier, known for its agricultural landscape, small towns, and location along the New York state border.
- 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: Northumberland County, Pennsylvania Triple: [Schuylkill County, Pennsylvania, borders, Northumberland County, Pennsylvania]
Generated description
Northumberland County, Pennsylvania is a county in central Pennsylvania known for its historic coal-mining communities and location along the Susquehanna River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northumberland County, Pennsylvania Target entity description: Northumberland County, Pennsylvania is a county in central Pennsylvania known for its historic coal-mining communities and location along the Susquehanna River.
-
A.
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.
-
B.
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.
-
C.
Somerset County, Pennsylvania
Somerset County, Pennsylvania is a rural county in the Allegheny Mountains known for its outdoor recreation, wind farms, and the Flight 93 National Memorial.
-
D.
Susquehanna County
Susquehanna County is a rural county in northeastern Pennsylvania known for its rolling hills, small towns, and proximity to the New York state border.
-
E.
Bradford County, Pennsylvania
Bradford County, Pennsylvania is a largely rural county in the state's Northern Tier, known for its agricultural landscape, small towns, and location along the New York state border.
- 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_69a498fd4e408190bd73eca30ea9754c |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c39c4c148190997150996ca26a99 |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebeee5a808190981c06b78d30f004 |
completed | March 9, 2026, 12:37 p.m. |
| NEDg | Description generation | batch_69aec43352d88190a4e9ae4f315938db |
completed | March 9, 2026, 12:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aec4adb21c8190a89d53588ad75438 |
completed | March 9, 2026, 1:01 p.m. |
Created at: March 1, 2026, 7:59 p.m.