Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007248

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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007019

distance 0.092

#2 · Chandrapurcell 4730006571

distance 0.12

#3 · Chandrapurcell 4730007012

distance 0.121

#4 · Chandrapurcell 4730007124

distance 0.122

#5 · Chandrapurcell 4730007134

distance 0.138

#6 · Chandrapurcell 4730006794

distance 0.149

#7 · Gadchirolicell 4750011041

distance 0.154 · cross-district

#8 · Chandrapurcell 4730007009

distance 0.157

#9 · Chandrapurcell 4730006786

distance 0.157

#10 · Chandrapurcell 4730007366

distance 0.161

#11 · Gadchirolicell 4750006872

distance 0.162 · cross-district

#12 · Gadchirolicell 4750010183

distance 0.163 · cross-district

#13 · Chandrapurcell 4730006572

distance 0.167

#14 · Chandrapurcell 4730007245

distance 0.167

#15 · Chandrapurcell 4730006793

distance 0.169

#16 · Gadchirolicell 4750010572

distance 0.171 · cross-district

#17 · Chandrapurcell 4730007485

distance 0.172

#18 · Chandrapurcell 4730007365

distance 0.175

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":4730007248}}}'

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.