Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005980

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007119

distance 0.102

#2 · Beedcell 4700006543

distance 0.119

#3 · Chhatrapati Sambhajinagarcell 4690004792

distance 0.122 · cross-district

#4 · Beedcell 4700005402

distance 0.131

#5 · Ahmednagarcell 4660001116

distance 0.133 · cross-district

#6 · Beedcell 4700006908

distance 0.14

#7 · Beedcell 4700001866

distance 0.14

#8 · Ahmednagarcell 4660005182

distance 0.144 · cross-district

#9 · Beedcell 4700005837

distance 0.149

#10 · Beedcell 4700005537

distance 0.151

#11 · Ahmednagarcell 4660000938

distance 0.152 · cross-district

#12 · Ahmednagarcell 4660000755

distance 0.152 · cross-district

#13 · Ahmednagarcell 4660001012

distance 0.154 · cross-district

#14 · Solapurcell 4960011728

distance 0.154 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690003765

distance 0.155 · cross-district

#16 · Beedcell 4700005109

distance 0.156

#17 · Parbhanicell 4890001978

distance 0.157 · cross-district

#18 · Beedcell 4700006671

distance 0.157

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":4700005980}}}'

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.