Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005462

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004789

distance 0.16

#2 · Chandrapurcell 4730009313

distance 0.181

#3 · Chandrapurcell 4730005169

distance 0.184

#4 · Chandrapurcell 4730004591

distance 0.197

#5 · Chandrapurcell 4730005464

distance 0.205

#6 · Yavatmalcell 5000008065

distance 0.211 · cross-district

#7 · Gadchirolicell 4750009284

distance 0.211 · cross-district

#8 · Chandrapurcell 4730004976

distance 0.214

#9 · Chandrapurcell 4730003744

distance 0.217

#10 · Gadchirolicell 4750009927

distance 0.217 · cross-district

#11 · Chandrapurcell 4730003925

distance 0.221

#12 · Chandrapurcell 4730007986

distance 0.222

#13 · Yavatmalcell 5000006105

distance 0.227 · cross-district

#14 · Chandrapurcell 4730004029

distance 0.229

#15 · Chandrapurcell 4730001622

distance 0.229

#16 · Yavatmalcell 5000007001

distance 0.229 · cross-district

#17 · Gadchirolicell 4750009280

distance 0.231 · cross-district

#18 · Gadchirolicell 4750011314

distance 0.233 · 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":4730005462}}}'

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.