Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008239

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008577

distance 0.174

#2 · Chandrapurcell 4730008477

distance 0.178

#3 · Chandrapurcell 4730008402

distance 0.19

#4 · Chandrapurcell 4730009661

distance 0.198

#5 · Chandrapurcell 4730009095

distance 0.2

#6 · Chandrapurcell 4730009226

distance 0.205

#7 · Chandrapurcell 4730007754

distance 0.211

#8 · Chandrapurcell 4730008730

distance 0.211

#9 · Chandrapurcell 4730008060

distance 0.215

#10 · Chandrapurcell 4730006088

distance 0.219

#11 · Chandrapurcell 4730009160

distance 0.221

#12 · Chandrapurcell 4730008562

distance 0.225

#13 · Chandrapurcell 4730008937

distance 0.228

#14 · Chandrapurcell 4730007343

distance 0.229

#15 · Chandrapurcell 4730007369

distance 0.231

#16 · Chandrapurcell 4730008789

distance 0.233

#17 · Bhandaracell 4710001371

distance 0.233 · cross-district

#18 · Chandrapurcell 4730007457

distance 0.234

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":4730008239}}}'

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.