Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003293

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003430

distance 0.142

#2 · Chandrapurcell 4730003506

distance 0.159

#3 · Gadchirolicell 4750007483

distance 0.19 · cross-district

#4 · Chandrapurcell 4730009160

distance 0.195

#5 · Gadchirolicell 4750007422

distance 0.202 · cross-district

#6 · Yavatmalcell 5000007206

distance 0.205 · cross-district

#7 · Chandrapurcell 4730009128

distance 0.216

#8 · Gadchirolicell 4750007544

distance 0.227 · cross-district

#9 · Chandrapurcell 4730003660

distance 0.231

#10 · Solapurcell 4960004766

distance 0.242 · cross-district

#11 · Gadchirolicell 4750010507

distance 0.244 · cross-district

#12 · Chandrapurcell 4730009189

distance 0.245

#13 · Nagpurcell 4840000835

distance 0.248 · cross-district

#14 · Solapurcell 4960004771

distance 0.249 · cross-district

#15 · Chandrapurcell 4730003429

distance 0.249

#16 · Washimcell 4990002161

distance 0.252 · cross-district

#17 · Nagpurcell 4840001102

distance 0.254 · cross-district

#18 · Chandrapurcell 4730003279

distance 0.255

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":4730003293}}}'

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.