Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007717

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010435

distance 0.171 · cross-district

#2 · Chandrapurcell 4730007345

distance 0.187

#3 · Gadchirolicell 4750010368

distance 0.202 · cross-district

#4 · Chandrapurcell 4730006666

distance 0.207

#5 · Gadchirolicell 4750011656

distance 0.22 · cross-district

#6 · Gondiacell 4760000699

distance 0.221 · cross-district

#7 · Gadchirolicell 4750010428

distance 0.224 · cross-district

#8 · Gadchirolicell 4750011035

distance 0.227 · cross-district

#9 · Gadchirolicell 4750011716

distance 0.231 · cross-district

#10 · Chandrapurcell 4730006893

distance 0.233

#11 · Gadchirolicell 4750010373

distance 0.238 · cross-district

#12 · Gadchirolicell 4750010372

distance 0.24 · cross-district

#13 · Gadchirolicell 4750011713

distance 0.241 · cross-district

#14 · Chandrapurcell 4730008732

distance 0.243

#15 · Chandrapurcell 4730007828

distance 0.244

#16 · Jalgaoncell 4780000460

distance 0.246 · cross-district

#17 · Chandrapurcell 4730008225

distance 0.246

#18 · Gadchirolicell 4750010302

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":4730007717}}}'

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.