Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008452

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

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750009325

distance 0.177 · cross-district

#2 · Gadchirolicell 4750009984

distance 0.177 · cross-district

#3 · Gadchirolicell 4750009159

distance 0.21 · cross-district

#4 · Gadchirolicell 4750008923

distance 0.212 · cross-district

#5 · Gadchirolicell 4750008927

distance 0.213 · cross-district

#6 · Bhandaracell 4710000811

distance 0.221 · cross-district

#7 · Gadchirolicell 4750009735

distance 0.222 · cross-district

#8 · Gondiacell 4760001239

distance 0.223 · cross-district

#9 · Gadchirolicell 4750009209

distance 0.236 · cross-district

#10 · Bhandaracell 4710001200

distance 0.241 · cross-district

#11 · Gadchirolicell 4750008173

distance 0.241 · cross-district

#12 · Yavatmalcell 5000007540

distance 0.243 · cross-district

#13 · Chandrapurcell 4730008338

distance 0.243

#14 · Gadchirolicell 4750009618

distance 0.249 · cross-district

#15 · Yavatmalcell 5000008564

distance 0.249 · cross-district

#16 · Chandrapurcell 4730004361

distance 0.251

#17 · Chandrapurcell 4730007130

distance 0.252

#18 · Bhandaracell 4710001475

distance 0.252 · 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":4730008452}}}'

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.