Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007378

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010307

distance 0.174 · cross-district

#2 · Gondiacell 4760000166

distance 0.184 · cross-district

#3 · Gadchirolicell 4750010179

distance 0.187 · cross-district

#4 · Gadchirolicell 4750010377

distance 0.19 · cross-district

#5 · Chandrapurcell 4730008732

distance 0.204

#6 · Gadchirolicell 4750010306

distance 0.205 · cross-district

#7 · Bhandaracell 4710000688

distance 0.207 · cross-district

#8 · Gadchirolicell 4750011713

distance 0.21 · cross-district

#9 · Chandrapurcell 4730005894

distance 0.212

#10 · Chandrapurcell 4730008734

distance 0.212

#11 · Chandrapurcell 4730005787

distance 0.218

#12 · Gadchirolicell 4750012084

distance 0.226 · cross-district

#13 · Bhandaracell 4710000609

distance 0.227 · cross-district

#14 · Chandrapurcell 4730005896

distance 0.229

#15 · Chandrapurcell 4730007008

distance 0.23

#16 · Gadchirolicell 4750010308

distance 0.23 · cross-district

#17 · Chandrapurcell 4730007150

distance 0.236

#18 · Chandrapurcell 4730005895

distance 0.237

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":4730007378}}}'

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.