Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003925

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

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005432

distance 0.1

#2 · Beedcell 4700002091

distance 0.115

#3 · Beedcell 4700004265

distance 0.116

#4 · Beedcell 4700002092

distance 0.125

#5 · Beedcell 4700001932

distance 0.133

#6 · Beedcell 4700001776

distance 0.133

#7 · Beedcell 4700005120

distance 0.135

#8 · Beedcell 4700003588

distance 0.144

#9 · Buldhanacell 4720004252

distance 0.154 · cross-district

#10 · Beedcell 4700004268

distance 0.159

#11 · Jalgaoncell 4780006865

distance 0.16 · cross-district

#12 · Buldhanacell 4720004557

distance 0.161 · cross-district

#13 · Jalgaoncell 4780006577

distance 0.162 · cross-district

#14 · Beedcell 4700002892

distance 0.163

#15 · Beedcell 4700001931

distance 0.164

#16 · Buldhanacell 4720004691

distance 0.164 · cross-district

#17 · Buldhanacell 4720004332

distance 0.164 · cross-district

#18 · Buldhanacell 4720004100

distance 0.164 · 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":4700003925}}}'

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.