Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003142

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002967

distance 0.111

#2 · Beedcell 4700002791

distance 0.114

#3 · Beedcell 4700003138

distance 0.114

#4 · Beedcell 4700002966

distance 0.119

#5 · Ahmednagarcell 4660003484

distance 0.129 · cross-district

#6 · Ahmednagarcell 4660000916

distance 0.134 · cross-district

#7 · Punecell 4900005541

distance 0.135 · cross-district

#8 · Ahmednagarcell 4660008904

distance 0.135 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003965

distance 0.136 · cross-district

#10 · Beedcell 4700002446

distance 0.138

#11 · Ahmednagarcell 4660000677

distance 0.138 · cross-district

#12 · Beedcell 4700002625

distance 0.139

#13 · Solapurcell 4960012196

distance 0.141 · cross-district

#14 · Ahmednagarcell 4660001352

distance 0.143 · cross-district

#15 · Ahmednagarcell 4660003573

distance 0.143 · cross-district

#16 · Ahmednagarcell 4660000974

distance 0.144 · cross-district

#17 · Ahmednagarcell 4660009938

distance 0.144 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002637

distance 0.145 · 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":4700003142}}}'

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.