Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004023

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004012

distance 0.185

#2 · Gadchirolicell 4750007622

distance 0.19 · cross-district

#3 · Gadchirolicell 4750006215

distance 0.206 · cross-district

#4 · Chandrapurcell 4730003355

distance 0.212

#5 · Chandrapurcell 4730000424

distance 0.213

#6 · Chandrapurcell 4730004190

distance 0.24

#7 · Washimcell 4990003963

distance 0.241 · cross-district

#8 · Chandrapurcell 4730007998

distance 0.253

#9 · Nandedcell 4850000168

distance 0.254 · cross-district

#10 · Yavatmalcell 5000006788

distance 0.255 · cross-district

#11 · Chandrapurcell 4730001890

distance 0.258

#12 · Chandrapurcell 4730006958

distance 0.26

#13 · Gadchirolicell 4750006918

distance 0.264 · cross-district

#14 · Chandrapurcell 4730004684

distance 0.264

#15 · Chandrapurcell 4730001139

distance 0.266

#16 · Gadchirolicell 4750007712

distance 0.266 · cross-district

#17 · Amravaticell 4680000114

distance 0.27 · cross-district

#18 · Chandrapurcell 4730001844

distance 0.272

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":4730004023}}}'

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.