Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001920

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001691

distance 0.101

#2 · Sindhudurgcell 4950002264

distance 0.156 · cross-district

#3 · Sindhudurgcell 4950002660

distance 0.158 · cross-district

#4 · Kolhapurcell 4800001975

distance 0.195

#5 · Sindhudurgcell 4950002309

distance 0.201 · cross-district

#6 · Sindhudurgcell 4950002763

distance 0.204 · cross-district

#7 · Sindhudurgcell 4950002511

distance 0.206 · cross-district

#8 · Kolhapurcell 4800001354

distance 0.211

#9 · Sindhudurgcell 4950002612

distance 0.219 · cross-district

#10 · Sindhudurgcell 4950002312

distance 0.227 · cross-district

#11 · Sindhudurgcell 4950002664

distance 0.234 · cross-district

#12 · Kolhapurcell 4800001974

distance 0.237

#13 · Sindhudurgcell 4950002613

distance 0.241 · cross-district

#14 · Sindhudurgcell 4950003056

distance 0.245 · cross-district

#15 · Sindhudurgcell 4950002563

distance 0.247 · cross-district

#16 · Kolhapurcell 4800001862

distance 0.248

#17 · Sindhudurgcell 4950002713

distance 0.248 · cross-district

#18 · Kolhapurcell 4800006431

distance 0.254

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":4800001920}}}'

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.