Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002834

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001685

distance 0.125

#2 · Ahmednagarcell 4660003253

distance 0.134 · cross-district

#3 · Beedcell 4700003185

distance 0.143

#4 · Ahmednagarcell 4660001713

distance 0.143 · cross-district

#5 · Ahmednagarcell 4660002616

distance 0.146 · cross-district

#6 · Beedcell 4700002492

distance 0.148

#7 · Dharashivcell 4880004759

distance 0.151 · cross-district

#8 · Dharashivcell 4880005614

distance 0.154 · cross-district

#9 · Dharashivcell 4880006041

distance 0.154 · cross-district

#10 · Beedcell 4700001686

distance 0.158

#11 · Beedcell 4700003186

distance 0.158

#12 · Beedcell 4700002493

distance 0.162

#13 · Beedcell 4700007563

distance 0.162

#14 · Ahmednagarcell 4660001310

distance 0.163 · cross-district

#15 · Beedcell 4700001684

distance 0.165

#16 · Beedcell 4700002013

distance 0.167

#17 · Ahmednagarcell 4660002121

distance 0.167 · cross-district

#18 · Ahmednagarcell 4660002022

distance 0.168 · 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":4700002834}}}'

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.