Triple
T14302398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banks County |
E354599
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Gillsville, Georgia
Gillsville, Georgia is a small rural community in northeastern Georgia known for its quiet, agricultural character and location within Banks County.
|
E1091544
|
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: Gillsville, Georgia | Statement: [Banks County, hasUnincorporatedCommunity, Gillsville, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gillsville, Georgia Context triple: [Banks County, hasUnincorporatedCommunity, Gillsville, Georgia]
-
A.
Glynco, Georgia
Glynco, Georgia is a community near Brunswick best known as the primary campus and headquarters of the Federal Law Enforcement Training Centers (FLETC).
-
B.
Grantville, Georgia
Grantville, Georgia is a small city in west-central Georgia known for its historic downtown and role as a filming location for several movies and television shows.
-
C.
Roopville, Georgia
Roopville, Georgia is a small rural town in western Georgia known for its close-knit community and agricultural surroundings.
-
D.
Luthersville, Georgia
Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
-
E.
Sylvania, Georgia
Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
- 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: Gillsville, Georgia Triple: [Banks County, hasUnincorporatedCommunity, Gillsville, Georgia]
Generated description
Gillsville, Georgia is a small rural community in northeastern Georgia known for its quiet, agricultural character and location within Banks County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gillsville, Georgia Target entity description: Gillsville, Georgia is a small rural community in northeastern Georgia known for its quiet, agricultural character and location within Banks County.
-
A.
Glynco, Georgia
Glynco, Georgia is a community near Brunswick best known as the primary campus and headquarters of the Federal Law Enforcement Training Centers (FLETC).
-
B.
Grantville, Georgia
Grantville, Georgia is a small city in west-central Georgia known for its historic downtown and role as a filming location for several movies and television shows.
-
C.
Roopville, Georgia
Roopville, Georgia is a small rural town in western Georgia known for its close-knit community and agricultural surroundings.
-
D.
Luthersville, Georgia
Luthersville, Georgia is a small incorporated city in west-central Georgia that serves as one of the primary communities within Meriwether County.
-
E.
Sylvania, Georgia
Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
- 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717fc2348190bb6ba3109bd2871f |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d2883e081909c53170ef30b4125 |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd3dc46b408190b7c515156f81f1fc |
completed | May 8, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3eb045488190b44812eb638807ff |
completed | May 8, 2026, 1:38 a.m. |
Created at: April 10, 2026, 1:12 a.m.