Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004302

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005153

distance 0.116

#2 · Beedcell 4700004475

distance 0.117

#3 · Laturcell 4810001090

distance 0.125 · cross-district

#4 · Laturcell 4810002056

distance 0.128 · cross-district

#5 · Laturcell 4810000868

distance 0.137 · cross-district

#6 · Beedcell 4700005312

distance 0.137

#7 · Laturcell 4810002497

distance 0.138 · cross-district

#8 · Beedcell 4700001610

distance 0.138

#9 · Jalnacell 4790002211

distance 0.141 · cross-district

#10 · Beedcell 4700000264

distance 0.141

#11 · Beedcell 4700007987

distance 0.141

#12 · Washimcell 4990001374

distance 0.143 · cross-district

#13 · Laturcell 4810001529

distance 0.144 · cross-district

#14 · Jalnacell 4790002390

distance 0.147 · cross-district

#15 · Jalnacell 4790000549

distance 0.148 · cross-district

#16 · Laturcell 4810001782

distance 0.15 · cross-district

#17 · Dharashivcell 4880002830

distance 0.15 · cross-district

#18 · Laturcell 4810001193

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":4700004302}}}'

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.