Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004664

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004957

distance 0.232

#2 · Chandrapurcell 4730004557

distance 0.256

#3 · Gadchirolicell 4750005953

distance 0.274 · cross-district

#4 · Jalgaoncell 4780006842

distance 0.283 · cross-district

#5 · Kolhapurcell 4800005022

distance 0.285 · cross-district

#6 · Nagpurcell 4840000762

distance 0.287 · cross-district

#7 · Chandrapurcell 4730001192

distance 0.29

#8 · Nagpurcell 4840003660

distance 0.292 · cross-district

#9 · Gondiacell 4760000036

distance 0.303 · cross-district

#10 · Chandrapurcell 4730006667

distance 0.305

#11 · Chandrapurcell 4730004956

distance 0.306

#12 · Nagpurcell 4840006825

distance 0.308 · cross-district

#13 · Chandrapurcell 4730002768

distance 0.308

#14 · Chandrapurcell 4730005658

distance 0.309

#15 · Gadchirolicell 4750010059

distance 0.31 · cross-district

#16 · Gadchirolicell 4750008914

distance 0.31 · cross-district

#17 · Nagpurcell 4840006984

distance 0.311 · cross-district

#18 · Ahmednagarcell 4660012645

distance 0.311 · 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":4730004664}}}'

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.