Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005179

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006748

distance 0.132

#2 · Beedcell 4700006195

distance 0.137

#3 · Beedcell 4700005483

distance 0.138

#4 · Ahmednagarcell 4660003464

distance 0.143 · cross-district

#5 · Beedcell 4700005019

distance 0.15

#6 · Ahmednagarcell 4660003177

distance 0.153 · cross-district

#7 · Beedcell 4700004337

distance 0.154

#8 · Ahmednagarcell 4660004655

distance 0.155 · cross-district

#9 · Ahmednagarcell 4660004443

distance 0.155 · cross-district

#10 · Ahmednagarcell 4660003400

distance 0.156 · cross-district

#11 · Ahmednagarcell 4660003230

distance 0.157 · cross-district

#12 · Ahmednagarcell 4660004619

distance 0.16 · cross-district

#13 · Ahmednagarcell 4660000049

distance 0.161 · cross-district

#14 · Ahmednagarcell 4660004528

distance 0.165 · cross-district

#15 · Solapurcell 4960000713

distance 0.165 · cross-district

#16 · Beedcell 4700005485

distance 0.166

#17 · Ahmednagarcell 4660001554

distance 0.17 · cross-district

#18 · Ahmednagarcell 4660001566

distance 0.172 · 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":4700005179}}}'

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.