Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003523

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003653

distance 0.152

#2 · Kolhapurcell 4800003583

distance 0.173

#3 · Kolhapurcell 4800003585

distance 0.177

#4 · Kolhapurcell 4800003462

distance 0.181

#5 · Kolhapurcell 4800003651

distance 0.194

#6 · Kolhapurcell 4800003658

distance 0.195

#7 · Sataracell 4940003395

distance 0.201 · cross-district

#8 · Sataracell 4940002499

distance 0.206 · cross-district

#9 · Sataracell 4940003519

distance 0.216 · cross-district

#10 · Kolhapurcell 4800002735

distance 0.222

#11 · Kolhapurcell 4800003463

distance 0.223

#12 · Sataracell 4940002383

distance 0.225 · cross-district

#13 · Kolhapurcell 4800003472

distance 0.228

#14 · Kolhapurcell 4800002787

distance 0.229

#15 · Kolhapurcell 4800003354

distance 0.233

#16 · Sataracell 4940001949

distance 0.235 · cross-district

#17 · Kolhapurcell 4800003524

distance 0.236

#18 · Kolhapurcell 4800002827

distance 0.236

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":4800003523}}}'

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.