Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003588

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005125

distance 0.102

#2 · Beedcell 4700005432

distance 0.112

#3 · Beedcell 4700004439

distance 0.129

#4 · Beedcell 4700003587

distance 0.134

#5 · Beedcell 4700003925

distance 0.144

#6 · Beedcell 4700004268

distance 0.154

#7 · Beedcell 4700003415

distance 0.154

#8 · Beedcell 4700003578

distance 0.155

#9 · Jalgaoncell 4780000016

distance 0.167 · cross-district

#10 · Beedcell 4700002892

distance 0.18

#11 · Buldhanacell 4720004931

distance 0.184 · cross-district

#12 · Beedcell 4700004265

distance 0.184

#13 · Beedcell 4700001776

distance 0.185

#14 · Beedcell 4700003755

distance 0.186

#15 · Beedcell 4700003247

distance 0.189

#16 · Beedcell 4700004095

distance 0.191

#17 · Beedcell 4700003758

distance 0.192

#18 · Buldhanacell 4720005146

distance 0.192 · 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":4700003588}}}'

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.