Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006836

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670001042

distance 0.118 · cross-district

#2 · Beedcell 4700006951

distance 0.124

#3 · Beedcell 4700006189

distance 0.128

#4 · Akolacell 4670001416

distance 0.136 · cross-district

#5 · Akolacell 4670001102

distance 0.137 · cross-district

#6 · Akolacell 4670001409

distance 0.139 · cross-district

#7 · Beedcell 4700006821

distance 0.141

#8 · Parbhanicell 4890000566

distance 0.145 · cross-district

#9 · Parbhanicell 4890004932

distance 0.148 · cross-district

#10 · Dharashivcell 4880000482

distance 0.151 · cross-district

#11 · Beedcell 4700006819

distance 0.153

#12 · Solapurcell 4960004261

distance 0.154 · cross-district

#13 · Akolacell 4670001404

distance 0.155 · cross-district

#14 · Beedcell 4700006954

distance 0.157

#15 · Beedcell 4700007052

distance 0.157

#16 · Beedcell 4700006980

distance 0.158

#17 · Chhatrapati Sambhajinagarcell 4690002671

distance 0.159 · cross-district

#18 · Buldhanacell 4720006267

distance 0.16 · 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":4700006836}}}'

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.