Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008705

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009140

distance 0.175

#2 · Gondiacell 4760000634

distance 0.206 · cross-district

#3 · Gadchirolicell 4750011521

distance 0.21 · cross-district

#4 · Chandrapurcell 4730007453

distance 0.225

#5 · Gadchirolicell 4750010437

distance 0.225 · cross-district

#6 · Gadchirolicell 4750011588

distance 0.226 · cross-district

#7 · Chandrapurcell 4730009373

distance 0.231

#8 · Chandrapurcell 4730007820

distance 0.235

#9 · Gadchirolicell 4750011720

distance 0.238 · cross-district

#10 · Chandrapurcell 4730009377

distance 0.239

#11 · Gadchirolicell 4750011372

distance 0.242 · cross-district

#12 · Gadchirolicell 4750010902

distance 0.242 · cross-district

#13 · Gondiacell 4760000639

distance 0.243 · cross-district

#14 · Gadchirolicell 4750011719

distance 0.243 · cross-district

#15 · Chandrapurcell 4730006886

distance 0.244

#16 · Gadchirolicell 4750010251

distance 0.245 · cross-district

#17 · Chandrapurcell 4730008885

distance 0.245

#18 · Chandrapurcell 4730008956

distance 0.247

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":4730008705}}}'

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.