Triple
T5226287
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heath Shuler |
E117995
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Bryson City, North Carolina, United States
Bryson City, North Carolina, United States is a small town in the Great Smoky Mountains known as a gateway to Great Smoky Mountains National Park and for its scenic outdoor recreation and heritage railway.
|
E502532
|
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: Bryson City, North Carolina, United States | Statement: [Heath Shuler, placeOfBirth, Bryson City, North Carolina, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bryson City, North Carolina, United States Context triple: [Heath Shuler, placeOfBirth, Bryson City, North Carolina, United States]
-
A.
Bunn, North Carolina
Bunn, North Carolina is a small rural town in Franklin County known for its agricultural surroundings and close-knit community.
-
B.
Boone, North Carolina
Boone, North Carolina is a small Appalachian college town in the Blue Ridge Mountains, known for Appalachian State University and its outdoor recreation and mountain culture.
-
C.
Black Mountain, North Carolina
Black Mountain, North Carolina is a small town in the Blue Ridge Mountains best known for its influential avant-garde arts legacy centered around the experimental Black Mountain College.
-
D.
Swannanoa, North Carolina
Swannanoa, North Carolina is an unincorporated community in the Swannanoa River Valley of western North Carolina, located just east of Asheville in the Blue Ridge Mountains.
-
E.
Fuquay-Varina, North Carolina
Fuquay-Varina, North Carolina, is a rapidly growing suburban town in the Research Triangle region known for its historic downtowns, parks, and family-oriented community.
- 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: Bryson City, North Carolina, United States Triple: [Heath Shuler, placeOfBirth, Bryson City, North Carolina, United States]
Generated description
Bryson City, North Carolina, United States is a small town in the Great Smoky Mountains known as a gateway to Great Smoky Mountains National Park and for its scenic outdoor recreation and heritage railway.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bryson City, North Carolina, United States Target entity description: Bryson City, North Carolina, United States is a small town in the Great Smoky Mountains known as a gateway to Great Smoky Mountains National Park and for its scenic outdoor recreation and heritage railway.
-
A.
Bunn, North Carolina
Bunn, North Carolina is a small rural town in Franklin County known for its agricultural surroundings and close-knit community.
-
B.
Boone, North Carolina
Boone, North Carolina is a small Appalachian college town in the Blue Ridge Mountains, known for Appalachian State University and its outdoor recreation and mountain culture.
-
C.
Black Mountain, North Carolina
Black Mountain, North Carolina is a small town in the Blue Ridge Mountains best known for its influential avant-garde arts legacy centered around the experimental Black Mountain College.
-
D.
Swannanoa, North Carolina
Swannanoa, North Carolina is an unincorporated community in the Swannanoa River Valley of western North Carolina, located just east of Asheville in the Blue Ridge Mountains.
-
E.
Fuquay-Varina, North Carolina
Fuquay-Varina, North Carolina, is a rapidly growing suburban town in the Research Triangle region known for its historic downtowns, parks, and family-oriented community.
- 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_69bd4466fb8c819083b806a79414d7e4 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7adc9be081909903b9f844c3d146 |
completed | March 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beeffc51888190938dc157b14c4b6c |
completed | March 21, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_69bef0b2b6448190be1c465738be741b |
completed | March 21, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef122c0188190a6ef939431a27f87 |
completed | March 21, 2026, 7:27 p.m. |
Created at: March 20, 2026, 1:48 p.m.