Triple
T17761155
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Monroe County, Pennsylvania |
E443375
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Bartonsville, Pennsylvania
Bartonsville, Pennsylvania is an unincorporated community and commercial hub in Monroe County’s Pocono Mountains region, known for its shopping centers and proximity to major highways like Interstate 80.
|
E1287616
|
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: Bartonsville, Pennsylvania | Statement: [Monroe County, Pennsylvania, contains, Bartonsville, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bartonsville, Pennsylvania Context triple: [Monroe County, Pennsylvania, contains, Bartonsville, Pennsylvania]
-
A.
Barnesboro, Pennsylvania
Barnesboro, Pennsylvania was a former coal-mining borough in Cambria County that later merged with neighboring Spangler to form the borough of Northern Cambria.
-
B.
Benton, Pennsylvania
Benton, Pennsylvania is a small borough in northeastern Pennsylvania known for its rural setting and proximity to the scenic fishing and hiking areas of Columbia County.
-
C.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
D.
Brownsville, Pennsylvania
Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
-
E.
Bentleyville, Pennsylvania
Bentleyville, Pennsylvania is a small borough in southwestern Pennsylvania known historically for its coal mining roots and location along 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: Bartonsville, Pennsylvania Triple: [Monroe County, Pennsylvania, contains, Bartonsville, Pennsylvania]
Generated description
Bartonsville, Pennsylvania is an unincorporated community and commercial hub in Monroe County’s Pocono Mountains region, known for its shopping centers and proximity to major highways like Interstate 80.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bartonsville, Pennsylvania Target entity description: Bartonsville, Pennsylvania is an unincorporated community and commercial hub in Monroe County’s Pocono Mountains region, known for its shopping centers and proximity to major highways like Interstate 80.
-
A.
Barnesboro, Pennsylvania
Barnesboro, Pennsylvania was a former coal-mining borough in Cambria County that later merged with neighboring Spangler to form the borough of Northern Cambria.
-
B.
Benton, Pennsylvania
Benton, Pennsylvania is a small borough in northeastern Pennsylvania known for its rural setting and proximity to the scenic fishing and hiking areas of Columbia County.
-
C.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
D.
Brownsville, Pennsylvania
Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
-
E.
Bentleyville, Pennsylvania
Bentleyville, Pennsylvania is a small borough in southwestern Pennsylvania known historically for its coal mining roots and location along 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_69d8b9edf16c8190a59ebd245d378f4f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e485f7a8e08190a4a6b8368b70c381 |
completed | April 19, 2026, 7:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02f82e2b98819088999cf7806ff891 |
completed | May 12, 2026, 9:51 a.m. |
| NEDg | Description generation | batch_6a02f979b7348190b165c6b6955d013a |
completed | May 12, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a02f9cd908c8190ac15f0835b9de190 |
completed | May 12, 2026, 9:58 a.m. |
Created at: April 10, 2026, 10:11 a.m.