Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005877

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006181

distance 0.133

#2 · Beedcell 4700005305

distance 0.144

#3 · Laturcell 4810002699

distance 0.163 · cross-district

#4 · Beedcell 4700005468

distance 0.172

#5 · Jalnacell 4790002720

distance 0.173 · cross-district

#6 · Beedcell 4700006461

distance 0.174

#7 · Beedcell 4700001458

distance 0.175

#8 · Sanglicell 4930000977

distance 0.176 · cross-district

#9 · Buldhanacell 4720000982

distance 0.179 · cross-district

#10 · Jalnacell 4790001882

distance 0.18 · cross-district

#11 · Laturcell 4810001161

distance 0.18 · cross-district

#12 · Sanglicell 4930000500

distance 0.18 · cross-district

#13 · Beedcell 4700007677

distance 0.18

#14 · Beedcell 4700004994

distance 0.18

#15 · Laturcell 4810002060

distance 0.181 · cross-district

#16 · Beedcell 4700005757

distance 0.181

#17 · Laturcell 4810001378

distance 0.182 · cross-district

#18 · Buldhanacell 4720001316

distance 0.183 · 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":4700005877}}}'

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.