Triple
T4653026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberty County, Georgia |
E102340
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Gum Branch, Georgia
Gum Branch, Georgia is a small city in Liberty County known as a rural residential community in southeastern Georgia.
|
E457990
|
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: Gum Branch, Georgia | Statement: [Liberty County, Georgia, containsSettlement, Gum Branch, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gum Branch, Georgia Context triple: [Liberty County, Georgia, containsSettlement, Gum Branch, Georgia]
-
A.
Ball Ground, Georgia
Ball Ground, Georgia is a small historic city in northern Georgia known for its scenic setting in the foothills of the Appalachian Mountains and its roots in the Cherokee Nation.
-
B.
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.
-
C.
Blakely, Georgia
Blakely, Georgia is a small city in southwestern Georgia that serves as the administrative and economic center of Early County.
-
D.
Eastman, Georgia
Eastman, Georgia is a small city in Dodge County known as a regional hub in central Georgia with historical ties to the railroad and the timber industry.
-
E.
Bogart, Georgia
Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
- 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: Gum Branch, Georgia Triple: [Liberty County, Georgia, containsSettlement, Gum Branch, Georgia]
Generated description
Gum Branch, Georgia is a small city in Liberty County known as a rural residential community in southeastern Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gum Branch, Georgia Target entity description: Gum Branch, Georgia is a small city in Liberty County known as a rural residential community in southeastern Georgia.
-
A.
Ball Ground, Georgia
Ball Ground, Georgia is a small historic city in northern Georgia known for its scenic setting in the foothills of the Appalachian Mountains and its roots in the Cherokee Nation.
-
B.
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.
-
C.
Blakely, Georgia
Blakely, Georgia is a small city in southwestern Georgia that serves as the administrative and economic center of Early County.
-
D.
Eastman, Georgia
Eastman, Georgia is a small city in Dodge County known as a regional hub in central Georgia with historical ties to the railroad and the timber industry.
-
E.
Bogart, Georgia
Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
- 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_69bd43d71a308190afea7280841b0de8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6314883481908f085a7af497b0d8 |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfaeb1ee081909ef641953bdf8df3 |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfbc12acc8190b8116a6003abb3e3 |
completed | March 21, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc44536c8190a71e52b0690a7570 |
completed | March 21, 2026, 2:02 a.m. |
Created at: March 20, 2026, 1:14 p.m.