Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008710

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008396

distance 0.118

#2 · Ahmednagarcell 4660007270

distance 0.148 · cross-district

#3 · Nandedcell 4850002496

distance 0.157 · cross-district

#4 · Beedcell 4700008708

distance 0.167

#5 · Beedcell 4700007316

distance 0.177

#6 · Beedcell 4700007753

distance 0.18

#7 · Dharashivcell 4880001941

distance 0.184 · cross-district

#8 · Beedcell 4700008132

distance 0.185

#9 · Beedcell 4700007590

distance 0.185

#10 · Beedcell 4700008047

distance 0.186

#11 · Dhulecell 4740000023

distance 0.186 · cross-district

#12 · Jalnacell 4790002790

distance 0.187 · cross-district

#13 · Beedcell 4700008917

distance 0.188

#14 · Ahmednagarcell 4660007271

distance 0.188 · cross-district

#15 · Dharashivcell 4880004335

distance 0.191 · cross-district

#16 · Parbhanicell 4890003732

distance 0.192 · cross-district

#17 · Beedcell 4700007971

distance 0.192

#18 · Beedcell 4700005973

distance 0.192

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":4700008710}}}'

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.