Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006670

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004827

distance 0.215

#2 · Yavatmalcell 5000003537

distance 0.248 · cross-district

#3 · Buldhanacell 4720007703

distance 0.266 · cross-district

#4 · Chandrapurcell 4730003788

distance 0.268

#5 · Chandrapurcell 4730002941

distance 0.269

#6 · Chandrapurcell 4730006968

distance 0.27

#7 · Chandrapurcell 4730001708

distance 0.275

#8 · Chandrapurcell 4730005406

distance 0.277

#9 · Jalgaoncell 4780006537

distance 0.281 · cross-district

#10 · Yavatmalcell 5000005619

distance 0.282 · cross-district

#11 · Yavatmalcell 5000000945

distance 0.282 · cross-district

#12 · Kolhapurcell 4800001102

distance 0.284 · cross-district

#13 · Chandrapurcell 4730000413

distance 0.288

#14 · Nagpurcell 4840004379

distance 0.294 · cross-district

#15 · Nagpurcell 4840000870

distance 0.297 · cross-district

#16 · Nagpurcell 4840001088

distance 0.3 · cross-district

#17 · Gadchirolicell 4750004560

distance 0.301 · cross-district

#18 · Gadchirolicell 4750004586

distance 0.305 · 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":4730006670}}}'

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.