Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006196

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

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006049

distance 0.083

#2 · Beedcell 4700005177

distance 0.095

#3 · Beedcell 4700005019

distance 0.145

#4 · Ahmednagarcell 4660004448

distance 0.147 · cross-district

#5 · Beedcell 4700006197

distance 0.152

#6 · Beedcell 4700005013

distance 0.154

#7 · Beedcell 4700006747

distance 0.163

#8 · Ahmednagarcell 4660000732

distance 0.168 · cross-district

#9 · Beedcell 4700005178

distance 0.176

#10 · Beedcell 4700004165

distance 0.177

#11 · Ahmednagarcell 4660000325

distance 0.182 · cross-district

#12 · Solapurcell 4960000209

distance 0.182 · cross-district

#13 · Ahmednagarcell 4660004591

distance 0.184 · cross-district

#14 · Beedcell 4700005781

distance 0.185

#15 · Ahmednagarcell 4660004704

distance 0.185 · cross-district

#16 · Beedcell 4700005343

distance 0.186

#17 · Ahmednagarcell 4660008888

distance 0.188 · cross-district

#18 · Ahmednagarcell 4660010757

distance 0.188 · 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":4700006196}}}'

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.