Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003484

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003544

distance 0.141

#2 · Kolhapurcell 4800003543

distance 0.163

#3 · Kolhapurcell 4800003743

distance 0.181

#4 · Kolhapurcell 4800005060

distance 0.194

#5 · Sanglicell 4930000180

distance 0.218 · cross-district

#6 · Punecell 4900002658

distance 0.227 · cross-district

#7 · Kolhapurcell 4800004544

distance 0.229

#8 · Sanglicell 4930006186

distance 0.232 · cross-district

#9 · Kolhapurcell 4800003747

distance 0.236

#10 · Sanglicell 4930000552

distance 0.237 · cross-district

#11 · Kolhapurcell 4800004120

distance 0.24

#12 · Sanglicell 4930002720

distance 0.24 · cross-district

#13 · Sanglicell 4930000733

distance 0.243 · cross-district

#14 · Punecell 4900000185

distance 0.244 · cross-district

#15 · Punecell 4900002509

distance 0.244 · cross-district

#16 · Punecell 4900004321

distance 0.246 · cross-district

#17 · Punecell 4900002647

distance 0.246 · cross-district

#18 · Punecell 4900002356

distance 0.248 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800003484}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.