Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003239

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003038

distance 0.122

#2 · Chandrapurcell 4730002828

distance 0.123

#3 · Chandrapurcell 4730002886

distance 0.143

#4 · Chandrapurcell 4730003106

distance 0.156

#5 · Chandrapurcell 4730003392

distance 0.174

#6 · Chandrapurcell 4730003964

distance 0.191

#7 · Chandrapurcell 4730002973

distance 0.193

#8 · Chandrapurcell 4730003103

distance 0.199

#9 · Chandrapurcell 4730003610

distance 0.204

#10 · Chandrapurcell 4730003451

distance 0.205

#11 · Chandrapurcell 4730003303

distance 0.206

#12 · Chandrapurcell 4730002508

distance 0.206

#13 · Chandrapurcell 4730003231

distance 0.206

#14 · Chandrapurcell 4730002891

distance 0.212

#15 · Chandrapurcell 4730003876

distance 0.214

#16 · Chandrapurcell 4730002692

distance 0.227

#17 · Chandrapurcell 4730003377

distance 0.229

#18 · Yavatmalcell 5000005500

distance 0.232 · 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":4730003239}}}'

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.