Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003440

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003660

distance 0.116

#2 · Chandrapurcell 4730003512

distance 0.117

#3 · Chandrapurcell 4730004029

distance 0.14

#4 · Gadchirolicell 4750007603

distance 0.154 · cross-district

#5 · Chandrapurcell 4730003925

distance 0.164

#6 · Chandrapurcell 4730003744

distance 0.17

#7 · Gadchirolicell 4750006915

distance 0.174 · cross-district

#8 · Gadchirolicell 4750007215

distance 0.175 · cross-district

#9 · Chandrapurcell 4730003665

distance 0.182

#10 · Gadchirolicell 4750007973

distance 0.187 · cross-district

#11 · Chandrapurcell 4730004311

distance 0.193

#12 · Nagpurcell 4840001028

distance 0.194 · cross-district

#13 · Gadchirolicell 4750007901

distance 0.195 · cross-district

#14 · Gadchirolicell 4750007620

distance 0.195 · cross-district

#15 · Chandrapurcell 4730003430

distance 0.201

#16 · Chandrapurcell 4730007689

distance 0.201

#17 · Gadchirolicell 4750008165

distance 0.201 · cross-district

#18 · Chandrapurcell 4730003429

distance 0.201

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":4730003440}}}'

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.