Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001653

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

0.056

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001652

distance 0.056

#2 · Beedcell 4700001655

distance 0.08

#3 · Beedcell 4700001215

distance 0.086

#4 · Beedcell 4700001651

distance 0.09

#5 · Beedcell 4700001084

distance 0.095

#6 · Laturcell 4810005747

distance 0.1 · cross-district

#7 · Beedcell 4700000955

distance 0.1

#8 · Laturcell 4810005938

distance 0.107 · cross-district

#9 · Laturcell 4810005906

distance 0.119 · cross-district

#10 · Beedcell 4700001216

distance 0.122

#11 · Parbhanicell 4890000032

distance 0.123 · cross-district

#12 · Parbhanicell 4890000687

distance 0.128 · cross-district

#13 · Parbhanicell 4890000137

distance 0.128 · cross-district

#14 · Parbhanicell 4890000481

distance 0.13 · cross-district

#15 · Parbhanicell 4890000392

distance 0.131 · cross-district

#16 · Parbhanicell 4890000774

distance 0.132 · cross-district

#17 · Parbhanicell 4890000578

distance 0.133 · cross-district

#18 · Beedcell 4700004992

distance 0.134

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":4700001653}}}'

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.