Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008222

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008223

distance 0.105

#2 · Chandrapurcell 4730008545

distance 0.132

#3 · Gadchirolicell 4750011384

distance 0.141 · cross-district

#4 · Gadchirolicell 4750010450

distance 0.148 · cross-district

#5 · Gadchirolicell 4750010845

distance 0.152 · cross-district

#6 · Chandrapurcell 4730007561

distance 0.154

#7 · Gadchirolicell 4750010503

distance 0.155 · cross-district

#8 · Gadchirolicell 4750011660

distance 0.161 · cross-district

#9 · Chandrapurcell 4730008466

distance 0.163

#10 · Gadchirolicell 4750010849

distance 0.166 · cross-district

#11 · Gadchirolicell 4750011176

distance 0.167 · cross-district

#12 · Gadchirolicell 4750011520

distance 0.173 · cross-district

#13 · Chandrapurcell 4730008467

distance 0.174

#14 · Gadchirolicell 4750010711

distance 0.174 · cross-district

#15 · Gondiacell 4760000177

distance 0.174 · cross-district

#16 · Gadchirolicell 4750010445

distance 0.177 · cross-district

#17 · Gadchirolicell 4750011453

distance 0.179 · cross-district

#18 · Chandrapurcell 4730008306

distance 0.18

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":4730008222}}}'

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.