Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006252

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007690

distance 0.109 · cross-district

#2 · Chandrapurcell 4730006152

distance 0.113

#3 · Chandrapurcell 4730006268

distance 0.118

#4 · Chandrapurcell 4730006153

distance 0.134

#5 · Yavatmalcell 5000007566

distance 0.137 · cross-district

#6 · Yavatmalcell 5000007437

distance 0.144 · cross-district

#7 · Chandrapurcell 4730006037

distance 0.145

#8 · Yavatmalcell 5000006488

distance 0.157 · cross-district

#9 · Chandrapurcell 4730006367

distance 0.17

#10 · Wardhacell 4980000038

distance 0.177 · cross-district

#11 · Chandrapurcell 4730005378

distance 0.18

#12 · Yavatmalcell 5000007550

distance 0.181 · cross-district

#13 · Chandrapurcell 4730006383

distance 0.183

#14 · Chandrapurcell 4730006368

distance 0.183

#15 · Chandrapurcell 4730005696

distance 0.185

#16 · Parbhanicell 4890000975

distance 0.195 · cross-district

#17 · Yavatmalcell 5000006897

distance 0.196 · cross-district

#18 · Yavatmalcell 5000003728

distance 0.197 · 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":4730006252}}}'

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.