Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005178

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007049

distance 0.121 · cross-district

#2 · Yavatmalcell 5000008004

distance 0.159 · cross-district

#3 · Yavatmalcell 5000006790

distance 0.16 · cross-district

#4 · Chandrapurcell 4730006949

distance 0.164

#5 · Chandrapurcell 4730005177

distance 0.164

#6 · Yavatmalcell 5000008073

distance 0.165 · cross-district

#7 · Yavatmalcell 5000008165

distance 0.168 · cross-district

#8 · Chandrapurcell 4730006726

distance 0.169

#9 · Yavatmalcell 5000005641

distance 0.171 · cross-district

#10 · Yavatmalcell 5000006492

distance 0.172 · cross-district

#11 · Chandrapurcell 4730005275

distance 0.173

#12 · Yavatmalcell 5000010930

distance 0.173 · cross-district

#13 · Chandrapurcell 4730005269

distance 0.174

#14 · Yavatmalcell 5000008806

distance 0.179 · cross-district

#15 · Wardhacell 4980000318

distance 0.18 · cross-district

#16 · Chandrapurcell 4730006505

distance 0.183

#17 · Yavatmalcell 5000005057

distance 0.184 · cross-district

#18 · Chandrapurcell 4730007041

distance 0.184

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":4730005178}}}'

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.