Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008237

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007961

distance 0.102

#2 · Chandrapurcell 4730008148

distance 0.128

#3 · Chandrapurcell 4730008236

distance 0.134

#4 · Chandrapurcell 4730008150

distance 0.177

#5 · Chandrapurcell 4730007959

distance 0.18

#6 · Chandrapurcell 4730007530

distance 0.18

#7 · Chandrapurcell 4730007956

distance 0.183

#8 · Chandrapurcell 4730008957

distance 0.185

#9 · Chandrapurcell 4730008397

distance 0.186

#10 · Chandrapurcell 4730007681

distance 0.186

#11 · Chandrapurcell 4730008398

distance 0.187

#12 · Chandrapurcell 4730007071

distance 0.192

#13 · Chandrapurcell 4730008661

distance 0.192

#14 · Chandrapurcell 4730008002

distance 0.195

#15 · Chandrapurcell 4730003159

distance 0.195

#16 · Wardhacell 4980000580

distance 0.197 · cross-district

#17 · Chandrapurcell 4730003291

distance 0.199

#18 · Chandrapurcell 4730009159

distance 0.2

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":4730008237}}}'

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.