Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002804

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002471

distance 0.122

#2 · Beedcell 4700001992

distance 0.13

#3 · Beedcell 4700003325

distance 0.147

#4 · Beedcell 4700002151

distance 0.165

#5 · Beedcell 4700001981

distance 0.169

#6 · Dharashivcell 4880004338

distance 0.169 · cross-district

#7 · Laturcell 4810001513

distance 0.176 · cross-district

#8 · Beedcell 4700002297

distance 0.179

#9 · Beedcell 4700002468

distance 0.188

#10 · Ahmednagarcell 4660001680

distance 0.189 · cross-district

#11 · Solapurcell 4960007627

distance 0.189 · cross-district

#12 · Beedcell 4700001989

distance 0.191

#13 · Sanglicell 4930001736

distance 0.192 · cross-district

#14 · Ahmednagarcell 4660002098

distance 0.193 · cross-district

#15 · Ahmednagarcell 4660002102

distance 0.195 · cross-district

#16 · Ahmednagarcell 4660005183

distance 0.196 · cross-district

#17 · Ahmednagarcell 4660002924

distance 0.196 · cross-district

#18 · Sanglicell 4930001322

distance 0.2 · 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":4700002804}}}'

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.