Triple
T1316007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heard County, Georgia |
E28103
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Centralhatchee, Georgia
Centralhatchee, Georgia is a small town located in rural western Georgia within Heard County.
|
E151573
|
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: Centralhatchee, Georgia | Statement: [Heard County, Georgia, hasSettlement, Centralhatchee, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Centralhatchee, Georgia Context triple: [Heard County, Georgia, hasSettlement, Centralhatchee, Georgia]
-
A.
Dahlonega, Georgia
Dahlonega, Georgia is a historic North Georgia mountain town best known as the site of one of the first major U.S. gold rushes and now a popular tourist destination with a preserved 19th-century downtown.
-
B.
Senoia, Georgia
Senoia, Georgia is a small historic city in Coweta County best known as a major filming location for numerous movies and TV shows, including "The Walking Dead."
-
C.
Fairburn, Georgia
Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
-
D.
Stovall, Georgia
Stovall, Georgia is a small unincorporated community located in Meriwether County in the west-central part of the U.S. state of Georgia.
-
E.
Lake City, Georgia
Lake City, Georgia is a small suburban city in the Atlanta metropolitan area known for its residential character and proximity to major transportation routes.
- 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: Centralhatchee, Georgia Triple: [Heard County, Georgia, hasSettlement, Centralhatchee, Georgia]
Generated description
Centralhatchee, Georgia is a small town located in rural western Georgia within Heard County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Centralhatchee, Georgia Target entity description: Centralhatchee, Georgia is a small town located in rural western Georgia within Heard County.
-
A.
Dahlonega, Georgia
Dahlonega, Georgia is a historic North Georgia mountain town best known as the site of one of the first major U.S. gold rushes and now a popular tourist destination with a preserved 19th-century downtown.
-
B.
Senoia, Georgia
Senoia, Georgia is a small historic city in Coweta County best known as a major filming location for numerous movies and TV shows, including "The Walking Dead."
-
C.
Fairburn, Georgia
Fairburn, Georgia is a small city in the Atlanta metropolitan area known for its historic downtown and role as a growing suburban community.
-
D.
Stovall, Georgia
Stovall, Georgia is a small unincorporated community located in Meriwether County in the west-central part of the U.S. state of Georgia.
-
E.
Lake City, Georgia
Lake City, Georgia is a small suburban city in the Atlanta metropolitan area known for its residential character and proximity to major transportation routes.
- 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_69a498532c3481909223b74af2e578df |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c173a72481909a820d6da6ef9e69 |
completed | March 1, 2026, 10:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf2964048190950723487c7cf707 |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbfc03f20819089a025fc745c9203 |
completed | March 8, 2026, 12:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc0282080819087676813c2852a96 |
completed | March 8, 2026, 12:17 a.m. |
Created at: March 1, 2026, 7:55 p.m.