Triple
T3863579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery County, Georgia |
E91796
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Higgston, Georgia
Higgston, Georgia is a small town located in Montgomery County in the southeastern part of the state.
|
E395418
|
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: Higgston, Georgia | Statement: [Montgomery County, Georgia, containsSettlement, Higgston, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Higgston, Georgia Context triple: [Montgomery County, Georgia, containsSettlement, Higgston, Georgia]
-
A.
Hogansville, Georgia
Hogansville, Georgia is a small historic city in west-central Georgia known for its preserved downtown, annual Hummingbird Festival, and location along Interstate 85 between Atlanta and Columbus.
-
B.
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.
-
C.
Hickory Flat, Georgia
Hickory Flat, Georgia is a rural unincorporated community in north-central Georgia known for its suburban growth and proximity to the city of Canton.
-
D.
Haralson, Georgia
Haralson, Georgia is a small unincorporated community located in Coweta County in the west-central part of the state.
-
E.
Hoschton, Georgia
Hoschton, Georgia is a small city in Jackson County known for its suburban-rural character and location within the rapidly growing northeastern region of the Atlanta 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: Higgston, Georgia Triple: [Montgomery County, Georgia, containsSettlement, Higgston, Georgia]
Generated description
Higgston, Georgia is a small town located in Montgomery County in the southeastern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Higgston, Georgia Target entity description: Higgston, Georgia is a small town located in Montgomery County in the southeastern part of the state.
-
A.
Hogansville, Georgia
Hogansville, Georgia is a small historic city in west-central Georgia known for its preserved downtown, annual Hummingbird Festival, and location along Interstate 85 between Atlanta and Columbus.
-
B.
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.
-
C.
Hickory Flat, Georgia
Hickory Flat, Georgia is a rural unincorporated community in north-central Georgia known for its suburban growth and proximity to the city of Canton.
-
D.
Haralson, Georgia
Haralson, Georgia is a small unincorporated community located in Coweta County in the west-central part of the state.
-
E.
Hoschton, Georgia
Hoschton, Georgia is a small city in Jackson County known for its suburban-rural character and location within the rapidly growing northeastern region of the Atlanta 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_69aed9645f348190a9868e7cef56ab7e |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec3871d881909c6c8e6d08203801 |
completed | March 9, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5123ad9188190a158721a6192cdae |
completed | March 14, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69b51336c5f8819096b0b6cee47e48e3 |
completed | March 14, 2026, 7:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513b11dcc8190a2c2e3f27b4cf25e |
completed | March 14, 2026, 7:52 a.m. |
Created at: March 9, 2026, 3:19 p.m.