Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004124

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

0.056

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004974

distance 0.056

#2 · Beedcell 4700004298

distance 0.109

#3 · Beedcell 4700004976

distance 0.118

#4 · Parbhanicell 4890000481

distance 0.124 · cross-district

#5 · Beedcell 4700004821

distance 0.129

#6 · Beedcell 4700004993

distance 0.131

#7 · Beedcell 4700003788

distance 0.132

#8 · Beedcell 4700007173

distance 0.132

#9 · Buldhanacell 4720001592

distance 0.133 · cross-district

#10 · Beedcell 4700005887

distance 0.136

#11 · Jalnacell 4790003736

distance 0.136 · cross-district

#12 · Beedcell 4700007181

distance 0.136

#13 · Buldhanacell 4720001907

distance 0.137 · cross-district

#14 · Beedcell 4700005743

distance 0.137

#15 · Buldhanacell 4720001532

distance 0.137 · cross-district

#16 · Beedcell 4700005302

distance 0.138

#17 · Buldhanacell 4720001593

distance 0.139 · cross-district

#18 · Laturcell 4810002342

distance 0.139 · 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":4700004124}}}'

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.