Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008856

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007661

distance 0.121

#2 · Beedcell 4700008815

distance 0.137

#3 · Beedcell 4700007565

distance 0.139

#4 · Ahmednagarcell 4660008317

distance 0.149 · cross-district

#5 · Beedcell 4700007484

distance 0.158

#6 · Beedcell 4700008407

distance 0.178

#7 · Dharashivcell 4880004989

distance 0.179 · cross-district

#8 · Beedcell 4700007852

distance 0.182

#9 · Beedcell 4700008853

distance 0.184

#10 · Ahmednagarcell 4660007403

distance 0.192 · cross-district

#11 · Ahmednagarcell 4660008315

distance 0.192 · cross-district

#12 · Beedcell 4700007769

distance 0.195

#13 · Beedcell 4700007198

distance 0.197

#14 · Beedcell 4700002978

distance 0.198

#15 · Beedcell 4700008679

distance 0.198

#16 · Ahmednagarcell 4660008746

distance 0.2 · cross-district

#17 · Washimcell 4990002274

distance 0.2 · cross-district

#18 · Ahmednagarcell 4660007679

distance 0.203 · 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":4700008856}}}'

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.