Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003916

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004604

distance 0.091

#2 · Beedcell 4700003918

distance 0.096

#3 · Buldhanacell 4720004413

distance 0.114 · cross-district

#4 · Beedcell 4700004965

distance 0.116

#5 · Beedcell 4700004260

distance 0.121

#6 · Beedcell 4700004433

distance 0.127

#7 · Beedcell 4700004605

distance 0.128

#8 · Beedcell 4700001637

distance 0.129

#9 · Buldhanacell 4720003274

distance 0.131 · cross-district

#10 · Beedcell 4700003924

distance 0.132

#11 · Buldhanacell 4720003201

distance 0.133 · cross-district

#12 · Beedcell 4700004261

distance 0.133

#13 · Buldhanacell 4720003509

distance 0.141 · cross-district

#14 · Buldhanacell 4720004639

distance 0.143 · cross-district

#15 · Buldhanacell 4720004103

distance 0.144 · cross-district

#16 · Beedcell 4700005429

distance 0.144

#17 · Beedcell 4700002095

distance 0.145

#18 · Buldhanacell 4720003430

distance 0.146 · 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":4700003916}}}'

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.