Triple
T4677069
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McIntosh County, Georgia |
E103706
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Shellman Bluff, Georgia
Shellman Bluff, Georgia is a small coastal community known for its fishing, boating, and laid-back atmosphere along the marshes and waterways of coastal Georgia.
|
E460340
|
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: Shellman Bluff, Georgia | Statement: [McIntosh County, Georgia, contains, Shellman Bluff, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shellman Bluff, Georgia Context triple: [McIntosh County, Georgia, contains, Shellman Bluff, Georgia]
-
A.
Blitchton, Georgia
Blitchton, Georgia is a small unincorporated community in Bryan County in southeastern Georgia, located near the eastern end of U.S. Route 280.
-
B.
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.
-
C.
Shellman, Georgia
Shellman, Georgia is a small city in Randolph County in southwestern Georgia, known for its rural character and historic Southern charm.
-
D.
Colomokee, Georgia
Colomokee, Georgia is an unincorporated rural community in Early County known for its proximity to Kolomoki Mounds State Park, one of the most significant Woodland-period Native American archaeological sites in the southeastern United States.
-
E.
Sand Hill, Georgia
Sand Hill, Georgia is an unincorporated rural community located in Carroll County in the western part of the state.
- 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: Shellman Bluff, Georgia Triple: [McIntosh County, Georgia, contains, Shellman Bluff, Georgia]
Generated description
Shellman Bluff, Georgia is a small coastal community known for its fishing, boating, and laid-back atmosphere along the marshes and waterways of coastal Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shellman Bluff, Georgia Target entity description: Shellman Bluff, Georgia is a small coastal community known for its fishing, boating, and laid-back atmosphere along the marshes and waterways of coastal Georgia.
-
A.
Blitchton, Georgia
Blitchton, Georgia is a small unincorporated community in Bryan County in southeastern Georgia, located near the eastern end of U.S. Route 280.
-
B.
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.
-
C.
Shellman, Georgia
Shellman, Georgia is a small city in Randolph County in southwestern Georgia, known for its rural character and historic Southern charm.
-
D.
Colomokee, Georgia
Colomokee, Georgia is an unincorporated rural community in Early County known for its proximity to Kolomoki Mounds State Park, one of the most significant Woodland-period Native American archaeological sites in the southeastern United States.
-
E.
Sand Hill, Georgia
Sand Hill, Georgia is an unincorporated rural community located in Carroll County in the western part of the state.
- 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_69bd43dda32c8190938b37744ca270fc |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd63698a548190831863adddd32f31 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03a0d5c88190a9b40e1ca7d165ff |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be04f8aeac81909ec199c83af6df39 |
completed | March 21, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05608ee08190acf947144998660c |
completed | March 21, 2026, 2:41 a.m. |
Created at: March 20, 2026, 1:16 p.m.