Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003017

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003193

distance 0.17

#2 · Dharashivcell 4880005246

distance 0.172 · cross-district

#3 · Beedcell 4700002000

distance 0.172

#4 · Beedcell 4700000975

distance 0.176

#5 · Beedcell 4700002831

distance 0.177

#6 · Ahmednagarcell 4660001919

distance 0.182 · cross-district

#7 · Ahmednagarcell 4660003001

distance 0.185 · cross-district

#8 · Beedcell 4700008473

distance 0.186

#9 · Dharashivcell 4880005614

distance 0.187 · cross-district

#10 · Dharashivcell 4880004960

distance 0.188 · cross-district

#11 · Dharashivcell 4880004404

distance 0.189 · cross-district

#12 · Beedcell 4700001684

distance 0.191

#13 · Beedcell 4700003352

distance 0.194

#14 · Ahmednagarcell 4660002222

distance 0.196 · cross-district

#15 · Dharashivcell 4880004243

distance 0.198 · cross-district

#16 · Dharashivcell 4880006389

distance 0.198 · cross-district

#17 · Dharashivcell 4880005440

distance 0.2 · cross-district

#18 · Beedcell 4700001686

distance 0.203

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":4700003017}}}'

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.