Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003021

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

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003354

distance 0.077

#2 · Beedcell 4700003187

distance 0.087

#3 · Beedcell 4700003350

distance 0.09

#4 · Dharashivcell 4880006417

distance 0.091 · cross-district

#5 · Beedcell 4700003194

distance 0.092

#6 · Beedcell 4700001385

distance 0.093

#7 · Dharashivcell 4880006349

distance 0.095 · cross-district

#8 · Beedcell 4700002500

distance 0.097

#9 · Beedcell 4700002837

distance 0.097

#10 · Dharashivcell 4880005140

distance 0.113 · cross-district

#11 · Dharashivcell 4880005237

distance 0.116 · cross-district

#12 · Ahmednagarcell 4660002934

distance 0.116 · cross-district

#13 · Beedcell 4700002670

distance 0.117

#14 · Ahmednagarcell 4660002428

distance 0.118 · cross-district

#15 · Dharashivcell 4880004583

distance 0.124 · cross-district

#16 · Beedcell 4700002490

distance 0.124

#17 · Ahmednagarcell 4660002011

distance 0.124 · cross-district

#18 · Beedcell 4700001392

distance 0.125

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":4700003021}}}'

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.