Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007959

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007954

distance 0.149

#2 · Chandrapurcell 4730007956

distance 0.162

#3 · Chandrapurcell 4730008236

distance 0.165

#4 · Chandrapurcell 4730008148

distance 0.169

#5 · Chandrapurcell 4730009019

distance 0.171

#6 · Chandrapurcell 4730008186

distance 0.173

#7 · Wardhacell 4980001182

distance 0.173 · cross-district

#8 · Chandrapurcell 4730007341

distance 0.175

#9 · Chandrapurcell 4730008237

distance 0.18

#10 · Wardhacell 4980000601

distance 0.182 · cross-district

#11 · Chandrapurcell 4730008354

distance 0.187

#12 · Chandrapurcell 4730007681

distance 0.189

#13 · Chandrapurcell 4730008957

distance 0.19

#14 · Chandrapurcell 4730003291

distance 0.191

#15 · Chandrapurcell 4730007961

distance 0.194

#16 · Chandrapurcell 4730008950

distance 0.195

#17 · Chandrapurcell 4730003089

distance 0.198

#18 · Chandrapurcell 4730009090

distance 0.199

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":4730007959}}}'

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.