Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009024

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007886

distance 0.132

#2 · Bhandaracell 4710000096

distance 0.183 · cross-district

#3 · Chandrapurcell 4730008596

distance 0.208

#4 · Chandrapurcell 4730008676

distance 0.215

#5 · Chandrapurcell 4730008173

distance 0.221

#6 · Chandrapurcell 4730007693

distance 0.221

#7 · Chandrapurcell 4730008695

distance 0.226

#8 · Chandrapurcell 4730007821

distance 0.233

#9 · Chandrapurcell 4730003929

distance 0.235

#10 · Chandrapurcell 4730003423

distance 0.237

#11 · Chandrapurcell 4730007887

distance 0.239

#12 · Chandrapurcell 4730009591

distance 0.241

#13 · Chandrapurcell 4730002949

distance 0.247

#14 · Chandrapurcell 4730009243

distance 0.248

#15 · Chandrapurcell 4730003361

distance 0.249

#16 · Chandrapurcell 4730005055

distance 0.26

#17 · Chandrapurcell 4730007820

distance 0.261

#18 · Yavatmalcell 5000008364

distance 0.261 · 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":4730009024}}}'

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.