Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007188

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006846

distance 0.068

#2 · Chandrapurcell 4730007304

distance 0.136

#3 · Chandrapurcell 4730006390

distance 0.144

#4 · Chandrapurcell 4730006548

distance 0.148

#5 · Chandrapurcell 4730006992

distance 0.156

#6 · Nagpurcell 4840001808

distance 0.158 · cross-district

#7 · Chandrapurcell 4730007400

distance 0.167

#8 · Gadchirolicell 4750010846

distance 0.173 · cross-district

#9 · Gondiacell 4760000661

distance 0.174 · cross-district

#10 · Gondiacell 4760000719

distance 0.175 · cross-district

#11 · Gadchirolicell 4750010128

distance 0.175 · cross-district

#12 · Gadchirolicell 4750010450

distance 0.176 · cross-district

#13 · Chandrapurcell 4730007892

distance 0.179

#14 · Chandrapurcell 4730007723

distance 0.179

#15 · Yavatmalcell 5000011339

distance 0.18 · cross-district

#16 · Chandrapurcell 4730007991

distance 0.18

#17 · Nagpurcell 4840006111

distance 0.18 · cross-district

#18 · Chandrapurcell 4730007290

distance 0.181

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":4730007188}}}'

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.