Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007121

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690004526

distance 0.153 · cross-district

#2 · Beedcell 4700005837

distance 0.155

#3 · Ahmednagarcell 4660001383

distance 0.156 · cross-district

#4 · Ahmednagarcell 4660009917

distance 0.159 · cross-district

#5 · Beedcell 4700005975

distance 0.163

#6 · Ahmednagarcell 4660000393

distance 0.166 · cross-district

#7 · Beedcell 4700006113

distance 0.173

#8 · Sanglicell 4930000568

distance 0.175 · cross-district

#9 · Beedcell 4700002343

distance 0.175

#10 · Ahmednagarcell 4660005181

distance 0.175 · cross-district

#11 · Beedcell 4700006790

distance 0.177

#12 · Ahmednagarcell 4660001113

distance 0.177 · cross-district

#13 · Ahmednagarcell 4660001204

distance 0.177 · cross-district

#14 · Dharashivcell 4880000198

distance 0.177 · cross-district

#15 · Solapurcell 4960000508

distance 0.179 · cross-district

#16 · Sanglicell 4930001312

distance 0.18 · cross-district

#17 · Beedcell 4700002027

distance 0.18

#18 · Chhatrapati Sambhajinagarcell 4690004054

distance 0.18 · 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":4700007121}}}'

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.