Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000508

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001360

distance 0.171

#2 · Laturcell 4810005650

distance 0.172 · cross-district

#3 · Laturcell 4810005654

distance 0.173 · cross-district

#4 · Beedcell 4700000836

distance 0.178

#5 · Beedcell 4700000607

distance 0.181

#6 · Beedcell 4700000830

distance 0.185

#7 · Beedcell 4700000959

distance 0.187

#8 · Beedcell 4700000608

distance 0.193

#9 · Laturcell 4810005399

distance 0.193 · cross-district

#10 · Laturcell 4810005933

distance 0.193 · cross-district

#11 · Parbhanicell 4890000057

distance 0.195 · cross-district

#12 · Parbhanicell 4890000171

distance 0.195 · cross-district

#13 · Laturcell 4810005935

distance 0.196 · cross-district

#14 · Laturcell 4810005537

distance 0.196 · cross-district

#15 · Beedcell 4700002441

distance 0.196

#16 · Laturcell 4810005707

distance 0.197 · cross-district

#17 · Beedcell 4700000510

distance 0.198

#18 · Parbhanicell 4890000041

distance 0.201 · 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":4700000508}}}'

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.