Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003575

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004008

distance 0.117

#2 · Chandrapurcell 4730004379

distance 0.175

#3 · Chandrapurcell 4730003579

distance 0.195

#4 · Chandrapurcell 4730003356

distance 0.199

#5 · Nagpurcell 4840001082

distance 0.203 · cross-district

#6 · Chandrapurcell 4730003576

distance 0.206

#7 · Chandrapurcell 4730003653

distance 0.206

#8 · Gadchirolicell 4750007961

distance 0.207 · cross-district

#9 · Chandrapurcell 4730003659

distance 0.211

#10 · Chandrapurcell 4730003015

distance 0.211

#11 · Chandrapurcell 4730004207

distance 0.214

#12 · Chandrapurcell 4730003743

distance 0.214

#13 · Chandrapurcell 4730004003

distance 0.216

#14 · Gadchirolicell 4750007737

distance 0.218 · cross-district

#15 · Chandrapurcell 4730003838

distance 0.219

#16 · Chandrapurcell 4730007575

distance 0.219

#17 · Gadchirolicell 4750007475

distance 0.22 · cross-district

#18 · Chandrapurcell 4730009377

distance 0.222

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":4730003575}}}'

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.