Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007839

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

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008219

distance 0.14

#2 · Beedcell 4700007761

distance 0.14

#3 · Ahmednagarcell 4660007717

distance 0.154 · cross-district

#4 · Beedcell 4700007657

distance 0.156

#5 · Beedcell 4700008310

distance 0.159

#6 · Beedcell 4700008241

distance 0.168

#7 · Beedcell 4700008239

distance 0.172

#8 · Dharashivcell 4880006263

distance 0.177 · cross-district

#9 · Beedcell 4700008412

distance 0.177

#10 · Dharashivcell 4880004683

distance 0.179 · cross-district

#11 · Dharashivcell 4880004175

distance 0.183 · cross-district

#12 · Beedcell 4700007388

distance 0.183

#13 · Beedcell 4700007571

distance 0.184

#14 · Ahmednagarcell 4660007566

distance 0.187 · cross-district

#15 · Dharashivcell 4880004780

distance 0.188 · cross-district

#16 · Dharashivcell 4880004180

distance 0.19 · cross-district

#17 · Beedcell 4700007667

distance 0.19

#18 · Washimcell 4990002187

distance 0.19 · 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":4700007839}}}'

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.