Triple
T3002135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Chickamauga |
E81811
|
entity |
| Predicate | location |
P40
|
FINISHED |
| Object |
Walker County, Georgia
Walker County, Georgia is a county in the northwestern part of the state, historically notable as one of the primary sites of the American Civil War’s Battle of Chickamauga.
|
E691491
|
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: Walker County, Georgia | Statement: [Battle of Chickamauga, location, Walker County, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walker County, Georgia Context triple: [Battle of Chickamauga, location, Walker County, Georgia]
-
A.
Whitfield County, Georgia
Whitfield County, Georgia is a county in the northwestern part of the state, known for its seat Dalton and its role as a center of the U.S. carpet and flooring industry.
-
B.
Bryan County, Georgia
Bryan County, Georgia is a coastal county in southeastern Georgia that forms part of the greater Savannah region and includes rapidly growing suburban and rural communities.
-
C.
Ware County, Georgia
Ware County, Georgia is a largely rural county in southeastern Georgia known for its county seat of Waycross and its proximity to the Okefenokee Swamp.
-
D.
Newton County, Georgia
Newton County, Georgia is a county in the north-central part of the state that includes the city of Covington and forms part of the Atlanta metropolitan area.
-
E.
Fayette County, Georgia
Fayette County, Georgia is a suburban county south of Atlanta known for its affluent communities, strong public schools, and the city of Peachtree City with its extensive golf cart path system.
- 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: Walker County, Georgia Triple: [Battle of Chickamauga, location, Walker County, Georgia]
Generated description
Walker County, Georgia is a county in the northwestern part of the state, historically notable as one of the primary sites of the American Civil War’s Battle of Chickamauga.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walker County, Georgia Target entity description: Walker County, Georgia is a county in the northwestern part of the state, historically notable as one of the primary sites of the American Civil War’s Battle of Chickamauga.
-
A.
Whitfield County, Georgia
Whitfield County, Georgia is a county in the northwestern part of the state, known for its seat Dalton and its role as a center of the U.S. carpet and flooring industry.
-
B.
Bryan County, Georgia
Bryan County, Georgia is a coastal county in southeastern Georgia that forms part of the greater Savannah region and includes rapidly growing suburban and rural communities.
-
C.
Ware County, Georgia
Ware County, Georgia is a largely rural county in southeastern Georgia known for its county seat of Waycross and its proximity to the Okefenokee Swamp.
-
D.
Newton County, Georgia
Newton County, Georgia is a county in the north-central part of the state that includes the city of Covington and forms part of the Atlanta metropolitan area.
-
E.
Fayette County, Georgia
Fayette County, Georgia is a suburban county south of Atlanta known for its affluent communities, strong public schools, and the city of Peachtree City with its extensive golf cart path system.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a11b4bc81909ce06121361b4e0f |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c98bd7f4dc8190975352b1eb790cae |
completed | March 29, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69c98ca8a528819092e412e75e47f96f |
completed | March 29, 2026, 8:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c98cf90278819084fc84e9ca5f990c |
completed | March 29, 2026, 8:35 p.m. |
Created at: March 8, 2026, 2:59 p.m.