Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002044

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000241

distance 0.188

#2 · Chandrapurcell 4730001153

distance 0.2

#3 · Chandrapurcell 4730001880

distance 0.201

#4 · Chandrapurcell 4730000827

distance 0.216

#5 · Chandrapurcell 4730002453

distance 0.218

#6 · Nagpurcell 4840000822

distance 0.226 · cross-district

#7 · Chandrapurcell 4730002118

distance 0.227

#8 · Chandrapurcell 4730000344

distance 0.229

#9 · Gadchirolicell 4750009735

distance 0.237 · cross-district

#10 · Chandrapurcell 4730000478

distance 0.238

#11 · Nagpurcell 4840001082

distance 0.239 · cross-district

#12 · Chandrapurcell 4730002039

distance 0.243

#13 · Nagpurcell 4840000950

distance 0.244 · cross-district

#14 · Chandrapurcell 4730002026

distance 0.253

#15 · Bhandaracell 4710001475

distance 0.255 · cross-district

#16 · Chandrapurcell 4730001889

distance 0.256

#17 · Nagpurcell 4840000827

distance 0.258 · cross-district

#18 · Chandrapurcell 4730001161

distance 0.26

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":4730002044}}}'

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.