Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008629

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008706

distance 0.111

#2 · Chandrapurcell 4730008782

distance 0.117

#3 · Chandrapurcell 4730008225

distance 0.168

#4 · Chandrapurcell 4730007828

distance 0.175

#5 · Chandrapurcell 4730007569

distance 0.177

#6 · Chandrapurcell 4730008393

distance 0.196

#7 · Chandrapurcell 4730007224

distance 0.206

#8 · Chandrapurcell 4730007471

distance 0.217

#9 · Gadchirolicell 4750011503

distance 0.226 · cross-district

#10 · Chandrapurcell 4730009071

distance 0.227

#11 · Gondiacell 4760000714

distance 0.239 · cross-district

#12 · Chandrapurcell 4730007008

distance 0.243

#13 · Gondiacell 4760000598

distance 0.243 · cross-district

#14 · Gadchirolicell 4750011035

distance 0.256 · cross-district

#15 · Jalgaoncell 4780000328

distance 0.264 · cross-district

#16 · Gondiacell 4760001193

distance 0.264 · cross-district

#17 · Chandrapurcell 4730008542

distance 0.264

#18 · Gondiacell 4760001038

distance 0.269 · 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":4730008629}}}'

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.