Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006918

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007032

distance 0.113

#2 · Chandrapurcell 4730007261

distance 0.119

#3 · Gadchirolicell 4750009982

distance 0.127 · cross-district

#4 · Chandrapurcell 4730007031

distance 0.131

#5 · Gadchirolicell 4750009988

distance 0.143 · cross-district

#6 · Gadchirolicell 4750010049

distance 0.151 · cross-district

#7 · Gadchirolicell 4750009667

distance 0.152 · cross-district

#8 · Gadchirolicell 4750009666

distance 0.152 · cross-district

#9 · Gadchirolicell 4750009787

distance 0.153 · cross-district

#10 · Gadchirolicell 4750009864

distance 0.154 · cross-district

#11 · Chandrapurcell 4730008921

distance 0.155

#12 · Chandrapurcell 4730007034

distance 0.157

#13 · Chandrapurcell 4730007581

distance 0.157

#14 · Chandrapurcell 4730007146

distance 0.16

#15 · Gadchirolicell 4750009917

distance 0.161 · cross-district

#16 · Chandrapurcell 4730007563

distance 0.161

#17 · Gadchirolicell 4750010309

distance 0.164 · cross-district

#18 · Gadchirolicell 4750010901

distance 0.165 · 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":4730006918}}}'

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.