Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004168

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004852

distance 0.144

#2 · Ahmednagarcell 4660001243

distance 0.165 · cross-district

#3 · Ahmednagarcell 4660010591

distance 0.175 · cross-district

#4 · Beedcell 4700004332

distance 0.176

#5 · Ahmednagarcell 4660009239

distance 0.178 · cross-district

#6 · Ahmednagarcell 4660001078

distance 0.179 · cross-district

#7 · Ahmednagarcell 4660001541

distance 0.181 · cross-district

#8 · Ahmednagarcell 4660008893

distance 0.187 · cross-district

#9 · Solapurcell 4960000785

distance 0.193 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002052

distance 0.193 · cross-district

#11 · Ahmednagarcell 4660011409

distance 0.194 · cross-district

#12 · Ahmednagarcell 4660011255

distance 0.195 · cross-district

#13 · Ahmednagarcell 4660010108

distance 0.195 · cross-district

#14 · Beedcell 4700005484

distance 0.195

#15 · Chhatrapati Sambhajinagarcell 4690002640

distance 0.195 · cross-district

#16 · Ahmednagarcell 4660009931

distance 0.201 · cross-district

#17 · Ahmednagarcell 4660009766

distance 0.202 · cross-district

#18 · Beedcell 4700004855

distance 0.203

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":4700004168}}}'

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.