Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005503

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004974

distance 0.154 · cross-district

#2 · Beedcell 4700005641

distance 0.157

#3 · Beedcell 4700006361

distance 0.158

#4 · Ahmednagarcell 4660005280

distance 0.159 · cross-district

#5 · Beedcell 4700005205

distance 0.164

#6 · Kolhapurcell 4800002535

distance 0.175 · cross-district

#7 · Beedcell 4700005196

distance 0.177

#8 · Kolhapurcell 4800001665

distance 0.178 · cross-district

#9 · Beedcell 4700005786

distance 0.185

#10 · Ahmednagarcell 4660005059

distance 0.186 · cross-district

#11 · Washimcell 4990000162

distance 0.189 · cross-district

#12 · Beedcell 4700005195

distance 0.192

#13 · Ahmednagarcell 4660004967

distance 0.193 · cross-district

#14 · Ahmednagarcell 4660005156

distance 0.197 · cross-district

#15 · Beedcell 4700004186

distance 0.198

#16 · Ahmednagarcell 4660005163

distance 0.198 · cross-district

#17 · Beedcell 4700004872

distance 0.204

#18 · Dharashivcell 4880003307

distance 0.206 · 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":4700005503}}}'

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.