Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007485

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008819

distance 0.086

#2 · Beedcell 4700007210

distance 0.087

#3 · Ahmednagarcell 4660008325

distance 0.09 · cross-district

#4 · Beedcell 4700008776

distance 0.092

#5 · Ahmednagarcell 4660008167

distance 0.106 · cross-district

#6 · Beedcell 4700007404

distance 0.106

#7 · Beedcell 4700008411

distance 0.111

#8 · Beedcell 4700008860

distance 0.114

#9 · Ahmednagarcell 4660008473

distance 0.114 · cross-district

#10 · Beedcell 4700007314

distance 0.114

#11 · Beedcell 4700008939

distance 0.115

#12 · Beedcell 4700008241

distance 0.124

#13 · Beedcell 4700007654

distance 0.125

#14 · Beedcell 4700007480

distance 0.126

#15 · Beedcell 4700007875

distance 0.129

#16 · Beedcell 4700008940

distance 0.132

#17 · Beedcell 4700008227

distance 0.132

#18 · Beedcell 4700007747

distance 0.133

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":4700007485}}}'

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.