Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005466

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006124

distance 0.116

#2 · Chandrapurcell 4730005679

distance 0.154

#3 · Wardhacell 4980001274

distance 0.165 · cross-district

#4 · Gadchirolicell 4750010377

distance 0.165 · cross-district

#5 · Chandrapurcell 4730008734

distance 0.167

#6 · Chandrapurcell 4730004027

distance 0.168

#7 · Chandrapurcell 4730005159

distance 0.172

#8 · Gadchirolicell 4750010179

distance 0.18 · cross-district

#9 · Chandrapurcell 4730006005

distance 0.18

#10 · Chandrapurcell 4730005572

distance 0.184

#11 · Chandrapurcell 4730003585

distance 0.185

#12 · Chandrapurcell 4730003836

distance 0.187

#13 · Gadchirolicell 4750009362

distance 0.188 · cross-district

#14 · Chandrapurcell 4730008295

distance 0.189

#15 · Yavatmalcell 5000008809

distance 0.192 · cross-district

#16 · Chandrapurcell 4730004310

distance 0.193

#17 · Wardhacell 4980000121

distance 0.193 · cross-district

#18 · Chandrapurcell 4730006009

distance 0.194

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":4730005466}}}'

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.