Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001969

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001091

distance 0.205

#2 · Solapurcell 4960004972

distance 0.211 · cross-district

#3 · Ahmednagarcell 4660002846

distance 0.215 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001477

distance 0.222 · cross-district

#5 · Nashikcell 4870005848

distance 0.232 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003671

distance 0.235 · cross-district

#7 · Solapurcell 4960011910

distance 0.235 · cross-district

#8 · Ahmednagarcell 4660002461

distance 0.239 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003051

distance 0.239 · cross-district

#10 · Beedcell 4700002628

distance 0.239

#11 · Ahmednagarcell 4660001052

distance 0.24 · cross-district

#12 · Nashikcell 4870005709

distance 0.241 · cross-district

#13 · Solapurcell 4960006766

distance 0.245 · cross-district

#14 · Solapurcell 4960004822

distance 0.246 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002752

distance 0.248 · cross-district

#16 · Solapurcell 4960004066

distance 0.248 · cross-district

#17 · Ahmednagarcell 4660003130

distance 0.249 · cross-district

#18 · Punecell 4900001227

distance 0.249 · 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":4700001969}}}'

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.