Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003821

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006757

distance 0.114

#2 · Ahmednagarcell 4660003872

distance 0.132 · cross-district

#3 · Ahmednagarcell 4660001547

distance 0.143 · cross-district

#4 · Solapurcell 4960000217

distance 0.144 · cross-district

#5 · Ahmednagarcell 4660002578

distance 0.147 · cross-district

#6 · Beedcell 4700006750

distance 0.149

#7 · Solapurcell 4960012349

distance 0.151 · cross-district

#8 · Sanglicell 4930006304

distance 0.152 · cross-district

#9 · Ahmednagarcell 4660002471

distance 0.152 · cross-district

#10 · Ahmednagarcell 4660000180

distance 0.154 · cross-district

#11 · Beedcell 4700004849

distance 0.156

#12 · Ahmednagarcell 4660002815

distance 0.157 · cross-district

#13 · Solapurcell 4960000167

distance 0.159 · cross-district

#14 · Ahmednagarcell 4660004498

distance 0.16 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690005831

distance 0.16 · cross-district

#16 · Ahmednagarcell 4660001454

distance 0.16 · cross-district

#17 · Sanglicell 4930005233

distance 0.16 · cross-district

#18 · Ahmednagarcell 4660003612

distance 0.161 · 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":4700003821}}}'

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.