Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008937

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009603

distance 0.199

#2 · Chandrapurcell 4730008562

distance 0.223

#3 · Yavatmalcell 5000004225

distance 0.227 · cross-district

#4 · Chandrapurcell 4730008239

distance 0.228

#5 · Chandrapurcell 4730008477

distance 0.23

#6 · Chandrapurcell 4730009661

distance 0.232

#7 · Chandrapurcell 4730008730

distance 0.233

#8 · Chandrapurcell 4730008577

distance 0.234

#9 · Chandrapurcell 4730009095

distance 0.237

#10 · Yavatmalcell 5000007272

distance 0.243 · cross-district

#11 · Yavatmalcell 5000006623

distance 0.246 · cross-district

#12 · Chandrapurcell 4730008679

distance 0.247

#13 · Chandrapurcell 4730009312

distance 0.248

#14 · Chandrapurcell 4730007457

distance 0.252

#15 · Bhandaracell 4710000631

distance 0.253 · cross-district

#16 · Yavatmalcell 5000004577

distance 0.253 · cross-district

#17 · Bhandaracell 4710000593

distance 0.255 · cross-district

#18 · Bhandaracell 4710000796

distance 0.257 · 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":4730008937}}}'

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.