Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003506

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004966

distance 0.209 · cross-district

#2 · Beedcell 4700006068

distance 0.218

#3 · Ahmednagarcell 4660004547

distance 0.223 · cross-district

#4 · Ahmednagarcell 4660004545

distance 0.224 · cross-district

#5 · Ahmednagarcell 4660004797

distance 0.231 · cross-district

#6 · Ahmednagarcell 4660005062

distance 0.233 · cross-district

#7 · Ahmednagarcell 4660004882

distance 0.237 · cross-district

#8 · Beedcell 4700004373

distance 0.238

#9 · Kolhapurcell 4800002049

distance 0.238 · cross-district

#10 · Kolhapurcell 4800002346

distance 0.238 · cross-district

#11 · Beedcell 4700002884

distance 0.241

#12 · Ahmednagarcell 4660004974

distance 0.246 · cross-district

#13 · Kolhapurcell 4800001889

distance 0.248 · cross-district

#14 · Kolhapurcell 4800002391

distance 0.248 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690004806

distance 0.249 · cross-district

#16 · Beedcell 4700005205

distance 0.251

#17 · Beedcell 4700006761

distance 0.256

#18 · Sataracell 4940001216

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":470,"cluster_id":4700003506}}}'

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.