Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000828

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

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000829

distance 0.086

#2 · Beedcell 4700001219

distance 0.15

#3 · Parbhanicell 4890000613

distance 0.158 · cross-district

#4 · Parbhanicell 4890000326

distance 0.159 · cross-district

#5 · Laturcell 4810005900

distance 0.16 · cross-district

#6 · Parbhanicell 4890000559

distance 0.163 · cross-district

#7 · Beedcell 4700000950

distance 0.17

#8 · Laturcell 4810005678

distance 0.17 · cross-district

#9 · Laturcell 4810005939

distance 0.175 · cross-district

#10 · Beedcell 4700001502

distance 0.185

#11 · Beedcell 4700001083

distance 0.186

#12 · Laturcell 4810005753

distance 0.187 · cross-district

#13 · Beedcell 4700002445

distance 0.188

#14 · Laturcell 4810005702

distance 0.189 · cross-district

#15 · Parbhanicell 4890000219

distance 0.19 · cross-district

#16 · Laturcell 4810005799

distance 0.191 · cross-district

#17 · Laturcell 4810005562

distance 0.193 · cross-district

#18 · Beedcell 4700000833

distance 0.194

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":4700000828}}}'

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.