Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009276

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 5 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 4730009335

distance 0.174

#2 · Yavatmalcell 5000006352

distance 0.263 · cross-district

#3 · Chandrapurcell 4730009334

distance 0.269

#4 · Chandrapurcell 4730008575

distance 0.273

#5 · Nagpurcell 4840000043

distance 0.278 · cross-district

#6 · Chandrapurcell 4730009466

distance 0.281

#7 · Chandrapurcell 4730007472

distance 0.29

#8 · Gadchirolicell 4750009794

distance 0.303 · cross-district

#9 · Chandrapurcell 4730009394

distance 0.304

#10 · Gadchirolicell 4750010980

distance 0.313 · cross-district

#11 · Chandrapurcell 4730009431

distance 0.314

#12 · Gadchirolicell 4750010313

distance 0.316 · cross-district

#13 · Yavatmalcell 5000006359

distance 0.319 · cross-district

#14 · Chandrapurcell 4730009088

distance 0.32

#15 · Gadchirolicell 4750011096

distance 0.32 · cross-district

#16 · Gadchirolicell 4750009675

distance 0.322 · cross-district

#17 · Bhandaracell 4710001662

distance 0.324 · cross-district

#18 · Bhandaracell 4710000805

distance 0.324 · 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":4730009276}}}'

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.