Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005111

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 7 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.366

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005312

distance 0.366 · cross-district

#2 · Nagpurcell 4840001052

distance 0.4 · cross-district

#3 · Nagpurcell 4840008583

distance 0.401 · cross-district

#4 · Laturcell 4810002298

distance 0.427 · cross-district

#5 · Gadchirolicell 4750000108

distance 0.436 · cross-district

#6 · Gadchirolicell 4750000153

distance 0.443 · cross-district

#7 · Gadchirolicell 4750000214

distance 0.454 · cross-district

#8 · Buldhanacell 4720003745

distance 0.464 · cross-district

#9 · Gadchirolicell 4750000130

distance 0.464 · cross-district

#10 · Chandrapurcell 4730005745

distance 0.467

#11 · Nagpurcell 4840008320

distance 0.48 · cross-district

#12 · Parbhanicell 4890000301

distance 0.483 · cross-district

#13 · Gadchirolicell 4750000658

distance 0.485 · cross-district

#14 · Buldhanacell 4720004879

distance 0.487 · cross-district

#15 · Chandrapurcell 4730002984

distance 0.489

#16 · Gadchirolicell 4750000180

distance 0.499 · cross-district

#17 · Gadchirolicell 4750000251

distance 0.504 · cross-district

#18 · Kolhapurcell 4800002420

distance 0.504 · 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":4730005111}}}'

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.