Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007059

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006864

distance 0.108

#2 · Beedcell 4700006951

distance 0.111

#3 · Akolacell 4670000483

distance 0.123 · cross-district

#4 · Beedcell 4700006044

distance 0.128

#5 · Amravaticell 4680001375

distance 0.134 · cross-district

#6 · Akolacell 4670001101

distance 0.136 · cross-district

#7 · Jalgaoncell 4780005536

distance 0.138 · cross-district

#8 · Akolacell 4670001157

distance 0.139 · cross-district

#9 · Akolacell 4670000985

distance 0.14 · cross-district

#10 · Beedcell 4700007154

distance 0.141

#11 · Buldhanacell 4720006451

distance 0.144 · cross-district

#12 · Beedcell 4700006980

distance 0.145

#13 · Akolacell 4670000549

distance 0.145 · cross-district

#14 · Buldhanacell 4720006381

distance 0.147 · cross-district

#15 · Buldhanacell 4720005889

distance 0.148 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001343

distance 0.149 · cross-district

#17 · Beedcell 4700006833

distance 0.149

#18 · Parbhanicell 4890004482

distance 0.151 · 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":4700007059}}}'

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.