Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007196

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006452

distance 0.119 · cross-district

#2 · Ahmednagarcell 4660006571

distance 0.143 · cross-district

#3 · Beedcell 4700008955

distance 0.144

#4 · Beedcell 4700007747

distance 0.145

#5 · Beedcell 4700007197

distance 0.15

#6 · Beedcell 4700008939

distance 0.15

#7 · Beedcell 4700008738

distance 0.152

#8 · Dharashivcell 4880006120

distance 0.153 · cross-district

#9 · Beedcell 4700007957

distance 0.156

#10 · Beedcell 4700008901

distance 0.157

#11 · Beedcell 4700008978

distance 0.161

#12 · Beedcell 4700008860

distance 0.163

#13 · Beedcell 4700007654

distance 0.165

#14 · Beedcell 4700007854

distance 0.166

#15 · Beedcell 4700008827

distance 0.167

#16 · Beedcell 4700008816

distance 0.167

#17 · Beedcell 4700007955

distance 0.168

#18 · Beedcell 4700007210

distance 0.168

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":4700007196}}}'

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.