Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003312

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003131

distance 0.102

#2 · Ahmednagarcell 4660002985

distance 0.104 · cross-district

#3 · Ahmednagarcell 4660001567

distance 0.109 · cross-district

#4 · Beedcell 4700002291

distance 0.118

#5 · Beedcell 4700002457

distance 0.12

#6 · Ahmednagarcell 4660003483

distance 0.125 · cross-district

#7 · Beedcell 4700005338

distance 0.126

#8 · Ahmednagarcell 4660000421

distance 0.131 · cross-district

#9 · Beedcell 4700004517

distance 0.14

#10 · Beedcell 4700002796

distance 0.142

#11 · Beedcell 4700004343

distance 0.142

#12 · Ahmednagarcell 4660004132

distance 0.143 · cross-district

#13 · Ahmednagarcell 4660000920

distance 0.143 · cross-district

#14 · Ahmednagarcell 4660002483

distance 0.144 · cross-district

#15 · Jalgaoncell 4780002070

distance 0.147 · cross-district

#16 · Beedcell 4700003822

distance 0.148

#17 · Ahmednagarcell 4660002910

distance 0.148 · cross-district

#18 · Beedcell 4700002962

distance 0.149

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":4700003312}}}'

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.