Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002600

The MH-36 locality cells most similar to this Beed 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

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002774

distance 0.217

#2 · Chhatrapati Sambhajinagarcell 4690006188

distance 0.225 · cross-district

#3 · Beedcell 4700003640

distance 0.228

#4 · Nagpurcell 4840007495

distance 0.229 · cross-district

#5 · Jalgaoncell 4780004470

distance 0.234 · cross-district

#6 · Beedcell 4700003110

distance 0.236

#7 · Beedcell 4700002275

distance 0.238

#8 · Nagpurcell 4840001986

distance 0.24 · cross-district

#9 · Nagpurcell 4840007930

distance 0.241 · cross-district

#10 · Beedcell 4700002605

distance 0.245

#11 · Beedcell 4700002433

distance 0.247

#12 · Gadchirolicell 4750011608

distance 0.247 · cross-district

#13 · Chandrapurcell 4730002080

distance 0.247 · cross-district

#14 · Nagpurcell 4840001711

distance 0.248 · cross-district

#15 · Chandrapurcell 4730001845

distance 0.249 · cross-district

#16 · Jalgaoncell 4780000326

distance 0.251 · cross-district

#17 · Jalgaoncell 4780000356

distance 0.251 · cross-district

#18 · Yavatmalcell 5000005439

distance 0.253 · 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":470,"cluster_id":4700002600}}}'

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.