Triple
T2348502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luke Bryan |
E45188
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Leesburg, Georgia, United States
Leesburg, Georgia, United States is a small city in southwest Georgia best known as the hometown of country music singer Luke Bryan.
|
E259038
|
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: Leesburg, Georgia, United States | Statement: [Luke Bryan, placeOfBirth, Leesburg, Georgia, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leesburg, Georgia, United States Context triple: [Luke Bryan, placeOfBirth, Leesburg, Georgia, United States]
-
A.
Roswell, Georgia
Roswell, Georgia is a suburban city in the Atlanta metropolitan area known for its historic downtown, antebellum homes, and Chattahoochee River recreation.
-
B.
Lawrenceville, Georgia
Lawrenceville, Georgia is a suburban city northeast of Atlanta that serves as the county seat of Gwinnett County and a major commercial and residential hub in the metropolitan area.
-
C.
Arlington, Georgia
Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
-
D.
Sandy Springs, Georgia, United States
Sandy Springs, Georgia, United States is a suburban city just north of Atlanta known for its affluent residential communities and corporate headquarters.
-
E.
Leslie, Georgia
Leslie, Georgia is a small rural city in southwest Georgia known for its agricultural surroundings and tight-knit 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: Leesburg, Georgia, United States Triple: [Luke Bryan, placeOfBirth, Leesburg, Georgia, United States]
Generated description
Leesburg, Georgia, United States is a small city in southwest Georgia best known as the hometown of country music singer Luke Bryan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leesburg, Georgia, United States Target entity description: Leesburg, Georgia, United States is a small city in southwest Georgia best known as the hometown of country music singer Luke Bryan.
-
A.
Roswell, Georgia
Roswell, Georgia is a suburban city in the Atlanta metropolitan area known for its historic downtown, antebellum homes, and Chattahoochee River recreation.
-
B.
Lawrenceville, Georgia
Lawrenceville, Georgia is a suburban city northeast of Atlanta that serves as the county seat of Gwinnett County and a major commercial and residential hub in the metropolitan area.
-
C.
Arlington, Georgia
Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
-
D.
Sandy Springs, Georgia, United States
Sandy Springs, Georgia, United States is a suburban city just north of Atlanta known for its affluent residential communities and corporate headquarters.
-
E.
Leslie, Georgia
Leslie, Georgia is a small rural city in southwest Georgia known for its agricultural surroundings and tight-knit 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_69a88917935081909b755dbf38e81024 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abc6cae18881908c2f5bc7ffd8c8c1 |
completed | March 7, 2026, 6:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae962cb7988190bb2bb23191acf6ae |
completed | March 9, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ae9a035b70819096f2d556fb14313b |
completed | March 9, 2026, 9:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae9af22c688190b1c8bb169f5658ca |
completed | March 9, 2026, 10:03 a.m. |
Created at: March 4, 2026, 7:52 p.m.