Triple
T11622983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hall County |
E276186
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Flowery Branch
Flowery Branch is a small city in northeastern Georgia, United States, known for its proximity to Lake Lanier and as the longtime training camp site of the Atlanta Falcons NFL team.
|
E938218
|
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: Flowery Branch | Statement: [Hall County, hasSettlement, Flowery Branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flowery Branch Context triple: [Hall County, hasSettlement, Flowery Branch]
-
A.
Johns Creek, Georgia
Johns Creek, Georgia is a suburban city in the Atlanta metropolitan area known for its affluent neighborhoods, strong public schools, and high quality of life.
-
B.
Doraville, Georgia
Doraville, Georgia is a small suburban city in the Atlanta metropolitan area known for its diverse population and mix of residential, industrial, and commercial districts.
-
C.
Fair Oaks, Georgia
Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta metropolitan area.
-
D.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
E.
Villa Rica, Georgia
Villa Rica, Georgia is a small historic city in the Atlanta metropolitan area known for being the site of one of the earliest major gold rushes in the United States.
- 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: Flowery Branch Triple: [Hall County, hasSettlement, Flowery Branch]
Generated description
Flowery Branch is a small city in northeastern Georgia, United States, known for its proximity to Lake Lanier and as the longtime training camp site of the Atlanta Falcons NFL team.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flowery Branch Target entity description: Flowery Branch is a small city in northeastern Georgia, United States, known for its proximity to Lake Lanier and as the longtime training camp site of the Atlanta Falcons NFL team.
-
A.
Johns Creek, Georgia
Johns Creek, Georgia is a suburban city in the Atlanta metropolitan area known for its affluent neighborhoods, strong public schools, and high quality of life.
-
B.
Doraville, Georgia
Doraville, Georgia is a small suburban city in the Atlanta metropolitan area known for its diverse population and mix of residential, industrial, and commercial districts.
-
C.
Fair Oaks, Georgia
Fair Oaks, Georgia is a small unincorporated community and census-designated place in the Atlanta metropolitan area.
-
D.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
E.
Villa Rica, Georgia
Villa Rica, Georgia is a small historic city in the Atlanta metropolitan area known for being the site of one of the earliest major gold rushes in the United States.
- 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_69d6aafa51148190ab84940694c00235 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a122a3708190ab6513dad4c4fde7 |
completed | April 10, 2026, 7:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee8762586481909a4b563c827487e0 |
completed | April 26, 2026, 9:45 p.m. |
| NEDg | Description generation | batch_69eeb310e04c8190a1004662d5bbc015 |
completed | April 27, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69eee95dfff48190a3c3022cdfc6dafc |
completed | April 27, 2026, 4:43 a.m. |
Created at: April 8, 2026, 9:39 p.m.