Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001694

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002931

distance 0.167 · cross-district

#2 · Dharashivcell 4880004243

distance 0.2 · cross-district

#3 · Beedcell 4700003193

distance 0.201

#4 · Beedcell 4700007202

distance 0.212

#5 · Ahmednagarcell 4660007865

distance 0.22 · cross-district

#6 · Beedcell 4700000975

distance 0.223

#7 · Beedcell 4700003352

distance 0.23

#8 · Ahmednagarcell 4660007715

distance 0.231 · cross-district

#9 · Dharashivcell 4880004234

distance 0.237 · cross-district

#10 · Beedcell 4700007951

distance 0.24

#11 · Solapurcell 4960004130

distance 0.242 · cross-district

#12 · Ahmednagarcell 4660005294

distance 0.242 · cross-district

#13 · Ahmednagarcell 4660006307

distance 0.243 · cross-district

#14 · Dharashivcell 4880006420

distance 0.243 · cross-district

#15 · Beedcell 4700008698

distance 0.248

#16 · Beedcell 4700007207

distance 0.249

#17 · Ahmednagarcell 4660002430

distance 0.249 · cross-district

#18 · Ahmednagarcell 4660005998

distance 0.252 · 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":4700001694}}}'

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.