Triple
T1400888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schuylkill County, Pennsylvania |
E30778
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Columbia County, Pennsylvania
Columbia County, Pennsylvania is a largely rural county in northeastern Pennsylvania known for its county seat of Bloomsburg and its mix of small towns, farmland, and forested areas.
|
E264053
|
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: Columbia County, Pennsylvania | Statement: [Schuylkill County, Pennsylvania, borders, Columbia County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Columbia County, Pennsylvania Context triple: [Schuylkill County, Pennsylvania, borders, Columbia 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.
Fayette County, Pennsylvania
Fayette County, Pennsylvania is a largely rural county in the southwestern part of the state, known for its Appalachian landscape, historic industrial and coal-mining heritage, and attractions such as Fallingwater and Fort Necessity.
-
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.
Pike County, Pennsylvania
Pike County, Pennsylvania is a largely rural county in northeastern Pennsylvania known for its scenic Delaware River landscapes, outdoor recreation, and proximity to the New York and New Jersey borders.
-
E.
Greene County, Pennsylvania
Greene County, Pennsylvania is a rural county in the southwestern corner of the state, known historically for coal mining and its location along the West Virginia 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: Columbia County, Pennsylvania Triple: [Schuylkill County, Pennsylvania, borders, Columbia County, Pennsylvania]
Generated description
Columbia County, Pennsylvania is a largely rural county in northeastern Pennsylvania known for its county seat of Bloomsburg and its mix of small towns, farmland, and forested areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Columbia County, Pennsylvania Target entity description: Columbia County, Pennsylvania is a largely rural county in northeastern Pennsylvania known for its county seat of Bloomsburg and its mix of small towns, farmland, and forested areas.
-
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.
Fayette County, Pennsylvania
Fayette County, Pennsylvania is a largely rural county in the southwestern part of the state, known for its Appalachian landscape, historic industrial and coal-mining heritage, and attractions such as Fallingwater and Fort Necessity.
-
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.
Pike County, Pennsylvania
Pike County, Pennsylvania is a largely rural county in northeastern Pennsylvania known for its scenic Delaware River landscapes, outdoor recreation, and proximity to the New York and New Jersey borders.
-
E.
Greene County, Pennsylvania
Greene County, Pennsylvania is a rural county in the southwestern corner of the state, known historically for coal mining and its location along the West Virginia 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_69aeb39f627c8190b9961cfeb4b257ca |
completed | March 9, 2026, 11:48 a.m. |
| NEDg | Description generation | batch_69aeb41b815881908622ef49e6817629 |
completed | March 9, 2026, 11:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb58e033c8190afc79f964ba203c4 |
completed | March 9, 2026, 11:57 a.m. |
Created at: March 1, 2026, 7:59 p.m.