Triple
T3354610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grady County, Georgia |
E70575
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Calvary, Georgia
Calvary, Georgia is a small rural unincorporated community in southwestern Georgia known for its agricultural character and close-knit community.
|
E351800
|
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: Calvary, Georgia | Statement: [Grady County, Georgia, hasUnincorporatedCommunity, Calvary, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calvary, Georgia Context triple: [Grady County, Georgia, hasUnincorporatedCommunity, Calvary, Georgia]
-
A.
Mount Zion, Georgia
Mount Zion, Georgia is a small city in western Georgia located in Carroll County, known for its rural character and close-knit community.
-
B.
Tyrone, Georgia
Tyrone, Georgia is a small suburban town in the Atlanta metropolitan area known for its residential communities and location in Fayette County.
-
C.
St. Marys, Georgia
St. Marys, Georgia is a historic coastal town in southeastern Georgia known as a gateway to Cumberland Island and the surrounding marshes and waterways.
-
D.
Siloam, Georgia
Siloam, Georgia is a small historic town in Greene County known for its rural character and Southern heritage.
-
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: Calvary, Georgia Triple: [Grady County, Georgia, hasUnincorporatedCommunity, Calvary, Georgia]
Generated description
Calvary, Georgia is a small rural unincorporated community in southwestern Georgia known for its agricultural character and close-knit community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Calvary, Georgia Target entity description: Calvary, Georgia is a small rural unincorporated community in southwestern Georgia known for its agricultural character and close-knit community.
-
A.
Mount Zion, Georgia
Mount Zion, Georgia is a small city in western Georgia located in Carroll County, known for its rural character and close-knit community.
-
B.
Tyrone, Georgia
Tyrone, Georgia is a small suburban town in the Atlanta metropolitan area known for its residential communities and location in Fayette County.
-
C.
St. Marys, Georgia
St. Marys, Georgia is a historic coastal town in southeastern Georgia known as a gateway to Cumberland Island and the surrounding marshes and waterways.
-
D.
Siloam, Georgia
Siloam, Georgia is a small historic town in Greene County known for its rural character and Southern heritage.
-
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_69ad85a4ef7c8190a29e2bbd6fa454e4 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb24036848190bac779d17dfdce3b |
completed | March 8, 2026, 5:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b325373a1c8190b26d883e2f0dd92b |
completed | March 12, 2026, 8:42 p.m. |
| NEDg | Description generation | batch_69b329016c7c819098b494ae5d712036 |
completed | March 12, 2026, 8:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b329aca800819091f287a2f00557a2 |
completed | March 12, 2026, 9:01 p.m. |
Created at: March 8, 2026, 3:13 p.m.