Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004288

The MH-36 locality cells most similar to this Chandrapur 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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008284

distance 0.209

#2 · Chandrapurcell 4730007769

distance 0.215

#3 · Gadchirolicell 4750007755

distance 0.219 · cross-district

#4 · Chandrapurcell 4730004716

distance 0.219

#5 · Chandrapurcell 4730007689

distance 0.227

#6 · Chandrapurcell 4730006667

distance 0.228

#7 · Gadchirolicell 4750009150

distance 0.228 · cross-district

#8 · Chandrapurcell 4730002236

distance 0.228

#9 · Gadchirolicell 4750009795

distance 0.231 · cross-district

#10 · Gadchirolicell 4750009561

distance 0.232 · cross-district

#11 · Yavatmalcell 5000001543

distance 0.232 · cross-district

#12 · Yavatmalcell 5000007654

distance 0.234 · cross-district

#13 · Nagpurcell 4840001004

distance 0.235 · cross-district

#14 · Chandrapurcell 4730009128

distance 0.235

#15 · Chandrapurcell 4730001729

distance 0.237

#16 · Nagpurcell 4840001083

distance 0.238 · cross-district

#17 · Gadchirolicell 4750008116

distance 0.239 · cross-district

#18 · Nagpurcell 4840001085

distance 0.239 · 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":473,"cluster_id":4730004288}}}'

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.