Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009263

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 · Chandrapurcell 4730008995

distance 0.177

#2 · Nagpurcell 4840000708

distance 0.214 · cross-district

#3 · Chandrapurcell 4730009688

distance 0.215

#4 · Nagpurcell 4840006275

distance 0.227 · cross-district

#5 · Gadchirolicell 4750011817

distance 0.272 · cross-district

#6 · Chandrapurcell 4730008771

distance 0.276

#7 · Chandrapurcell 4730008699

distance 0.276

#8 · Gadchirolicell 4750012028

distance 0.291 · cross-district

#9 · Chandrapurcell 4730009317

distance 0.294

#10 · Chandrapurcell 4730008696

distance 0.295

#11 · Chandrapurcell 4730008697

distance 0.296

#12 · Chandrapurcell 4730008772

distance 0.297

#13 · Chandrapurcell 4730008922

distance 0.301

#14 · Nagpurcell 4840006116

distance 0.306 · cross-district

#15 · Chandrapurcell 4730009264

distance 0.308

#16 · Jalgaoncell 4780000266

distance 0.308 · cross-district

#17 · Chandrapurcell 4730009262

distance 0.31

#18 · Bhandaracell 4710001557

distance 0.313 · 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":4730009263}}}'

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.