Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003596

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003598

distance 0.096

#2 · Beedcell 4700003769

distance 0.108

#3 · Beedcell 4700003595

distance 0.121

#4 · Beedcell 4700004459

distance 0.152

#5 · Beedcell 4700004112

distance 0.158

#6 · Beedcell 4700003765

distance 0.163

#7 · Beedcell 4700003940

distance 0.164

#8 · Beedcell 4700003600

distance 0.172

#9 · Beedcell 4700003599

distance 0.173

#10 · Beedcell 4700004281

distance 0.174

#11 · Beedcell 4700003601

distance 0.179

#12 · Beedcell 4700003764

distance 0.183

#13 · Beedcell 4700003934

distance 0.183

#14 · Beedcell 4700003420

distance 0.188

#15 · Beedcell 4700003947

distance 0.19

#16 · Beedcell 4700003768

distance 0.191

#17 · Beedcell 4700003423

distance 0.195

#18 · Beedcell 4700003939

distance 0.195

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":4700003596}}}'

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.