Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007133

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690003867

distance 0.122 · cross-district

#2 · Ahmednagarcell 4660001103

distance 0.125 · cross-district

#3 · Ahmednagarcell 4660000936

distance 0.141 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003965

distance 0.141 · cross-district

#5 · Ahmednagarcell 4660000844

distance 0.145 · cross-district

#6 · Beedcell 4700006905

distance 0.15

#7 · Ahmednagarcell 4660001379

distance 0.151 · cross-district

#8 · Ahmednagarcell 4660000928

distance 0.151 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004703

distance 0.153 · cross-district

#10 · Ahmednagarcell 4660001397

distance 0.159 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005048

distance 0.161 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001767

distance 0.162 · cross-district

#13 · Sanglicell 4930001204

distance 0.162 · cross-district

#14 · Beedcell 4700007008

distance 0.164

#15 · Beedcell 4700003527

distance 0.166

#16 · Ahmednagarcell 4660001110

distance 0.167 · cross-district

#17 · Ahmednagarcell 4660001024

distance 0.168 · cross-district

#18 · Dharashivcell 4880006398

distance 0.169 · 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":4700007133}}}'

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.