Table 4 Accuracy Checks of GPT 4 Generated Geodemographic Descriptions
From: Segmentation using large language models: A new typology of American neighborhoods
Type | Factual Inaccuracy | Supposition | Repetition | Missing Features | Not Notable Feature | Attributes N |
|---|---|---|---|---|---|---|
A1 | 1 | 0 | 0 | 1 | 0 | 22 |
A2 | 0 | 0 | 0 | 0 | 0 | 23 |
A3 | 2 | 0 | 0 | 1 | 0 | 23 |
A4 | 1 | 0 | 0 | 0 | 0 | 22 |
A5 | 1 | 0 | 0 | 1 | 0 | 27 |
B1 | 1 | 0 | 0 | 2 | 0 | 25 |
B2 | 0 | 1 | 0 | 0 | 0 | 24 |
B3 | 0 | 0 | 0 | 1 | 0 | 27 |
B4 | 1 | 0 | 0 | 0 | 0 | 28 |
B5 | 2 | 0 | 0 | 1 | 1 | 28 |
C1 | 0 | 1 | 0 | 0 | 0 | 25 |
C2 | 1 | 0 | 0 | 2 | 0 | 23 |
C3 | 2 | 0 | 0 | 1 | 0 | 22 |
C4 | 1 | 0 | 0 | 0 | 0 | 17 |
C5 | 0 | 0 | 1 | 2 | 0 | 28 |
C6 | 2 | 0 | 1 | 0 | 0 | 24 |
C7 | 0 | 0 | 0 | 1 | 0 | 25 |
D1 | 4 | 0 | 0 | 1 | 0 | 28 |
D2 | 0 | 0 | 0 | 1 | 0 | 27 |
D3 | 1 | 0 | 0 | 0 | 0 | 27 |
D4 | 0 | 0 | 0 | 1 | 0 | 19 |
D5 | 1 | 0 | 0 | 2 | 0 | 28 |
E1 | 0 | 0 | 1 | 0 | 0 | 24 |
E2 | 0 | 0 | 0 | 2 | 0 | 19 |
E3 | 0 | 0 | 0 | 0 | 0 | 28 |
E4 | 1 | 0 | 0 | 0 | 1 | 28 |
E5 | 2 | 0 | 1 | 3 | 0 | 26 |
F1 | 3 | 0 | 0 | 1 | 0 | 23 |
F2 | 5 | 1 | 1 | 1 | 0 | 27 |
F3 | 1 | 1 | 0 | 0 | 0 | 22 |
F4 | 0 | 0 | 0 | 3 | 0 | 23 |
F5 | 0 | 0 | 1 | 1 | 0 | 19 |
F6 | 1 | 0 | 0 | 1 | 0 | 22 |
G1 | 1 | 0 | 0 | 2 | 0 | 28 |
G2 | 1 | 0 | 0 | 1 | 0 | 27 |
G3 | 1 | 0 | 1 | 1 | 0 | 24 |
G4 | 1 | 0 | 0 | 2 | 0 | 27 |
G5 | 2 | 0 | 0 | 0 | 0 | 25 |
G6 | 1 | 0 | 0 | 0 | 0 | 26 |