Triple
T8402722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bradford County, Pennsylvania |
E198414
|
entity |
| Predicate | hasBorough |
P300
|
FINISHED |
| Object |
Canton, Pennsylvania
Canton, Pennsylvania is a small borough in north-central Pennsylvania known for its rural character and location within Bradford County.
|
E769828
|
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: Canton, Pennsylvania | Statement: [Bradford County, Pennsylvania, hasBorough, Canton, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Canton, Pennsylvania Context triple: [Bradford County, Pennsylvania, hasBorough, Canton, Pennsylvania]
-
A.
Rochester, Pennsylvania
Rochester, Pennsylvania is a small borough in Beaver County located at the confluence of the Beaver and Ohio Rivers in western Pennsylvania.
-
B.
Columbia, Pennsylvania
Columbia, Pennsylvania is a historic borough along the Susquehanna River known for its role in early American transportation, industry, and the Underground Railroad.
-
C.
Springfield, Pennsylvania
Springfield, Pennsylvania is a township in Delaware County best known as the birthplace of renowned 18th-century painter Benjamin West.
-
D.
New London, Pennsylvania
New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
-
E.
Kingston, Pennsylvania
Kingston, Pennsylvania is a suburban borough in Luzerne County, situated along the Susquehanna River near Wilkes-Barre in northeastern Pennsylvania.
- 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: Canton, Pennsylvania Triple: [Bradford County, Pennsylvania, hasBorough, Canton, Pennsylvania]
Generated description
Canton, Pennsylvania is a small borough in north-central Pennsylvania known for its rural character and location within Bradford County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Canton, Pennsylvania Target entity description: Canton, Pennsylvania is a small borough in north-central Pennsylvania known for its rural character and location within Bradford County.
-
A.
Rochester, Pennsylvania
Rochester, Pennsylvania is a small borough in Beaver County located at the confluence of the Beaver and Ohio Rivers in western Pennsylvania.
-
B.
Columbia, Pennsylvania
Columbia, Pennsylvania is a historic borough along the Susquehanna River known for its role in early American transportation, industry, and the Underground Railroad.
-
C.
Springfield, Pennsylvania
Springfield, Pennsylvania is a township in Delaware County best known as the birthplace of renowned 18th-century painter Benjamin West.
-
D.
New London, Pennsylvania
New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
-
E.
Kingston, Pennsylvania
Kingston, Pennsylvania is a suburban borough in Luzerne County, situated along the Susquehanna River near Wilkes-Barre in northeastern Pennsylvania.
- 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_69ca8310df9c8190b25f16161cca3e41 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb824efa5c81908ce816cdb8e1fcfb |
completed | March 31, 2026, 8:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc917acf881908aa76d38d7b62e0d |
completed | April 3, 2026, 2:05 p.m. |
| NEDg | Description generation | batch_69cfcb42e6ec8190b126163bf4472986 |
completed | April 3, 2026, 2:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfcbba82e88190b40e9721c835fff0 |
completed | April 3, 2026, 2:16 p.m. |
Created at: March 30, 2026, 6:04 p.m.