Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005587

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007058

distance 0.111

#2 · Beedcell 4700006141

distance 0.114

#3 · Buldhanacell 4720005078

distance 0.115 · cross-district

#4 · Beedcell 4700006001

distance 0.115

#5 · Beedcell 4700005003

distance 0.118

#6 · Beedcell 4700006949

distance 0.124

#7 · Beedcell 4700006297

distance 0.125

#8 · Beedcell 4700005328

distance 0.126

#9 · Akolacell 4670001405

distance 0.126 · cross-district

#10 · Parbhanicell 4890000730

distance 0.132 · cross-district

#11 · Beedcell 4700006695

distance 0.132

#12 · Akolacell 4670000805

distance 0.133 · cross-district

#13 · Parbhanicell 4890004565

distance 0.133 · cross-district

#14 · Beedcell 4700007150

distance 0.135

#15 · Buldhanacell 4720003674

distance 0.137 · cross-district

#16 · Beedcell 4700004662

distance 0.137

#17 · Buldhanacell 4720005596

distance 0.138 · cross-district

#18 · Dharashivcell 4880000097

distance 0.138 · 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":4700005587}}}'

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.