Triple
T14659467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spangler, Pennsylvania, United States |
E344197
|
entity |
| Predicate | mergedWith |
P77
|
FINISHED |
| Object |
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.
|
E1112311
|
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: Barnesboro, Pennsylvania | Statement: [Spangler, Pennsylvania, United States, mergedWith, Barnesboro, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barnesboro, Pennsylvania Context triple: [Spangler, Pennsylvania, United States, mergedWith, Barnesboro, Pennsylvania]
-
A.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
-
B.
Stoneboro, Pennsylvania
Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
-
C.
Blossburg, Pennsylvania
Blossburg, Pennsylvania is a small borough in Tioga County known historically for its coal mining industry and role in the region’s early industrial development.
-
D.
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.
-
E.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
- 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: Barnesboro, Pennsylvania Triple: [Spangler, Pennsylvania, United States, mergedWith, Barnesboro, Pennsylvania]
Generated description
Barnesboro, Pennsylvania was a former coal-mining borough in Cambria County that later merged with neighboring Spangler to form the borough of Northern Cambria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barnesboro, Pennsylvania Target entity description: Barnesboro, Pennsylvania was a former coal-mining borough in Cambria County that later merged with neighboring Spangler to form the borough of Northern Cambria.
-
A.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
-
B.
Stoneboro, Pennsylvania
Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
-
C.
Blossburg, Pennsylvania
Blossburg, Pennsylvania is a small borough in Tioga County known historically for its coal mining industry and role in the region’s early industrial development.
-
D.
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.
-
E.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
- 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb51b6a248190a44050c0e0ec2d16 |
completed | April 14, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5e28f848190a3d686bc11336601 |
completed | May 8, 2026, 12:24 p.m. |
| NEDg | Description generation | batch_69fdd65a6c24819088fb18ffcdfe6404 |
completed | May 8, 2026, 12:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdd6f172288190ba7097518b1a971e |
completed | May 8, 2026, 12:28 p.m. |
Created at: April 10, 2026, 1:27 a.m.