Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004340

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

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004156

distance 0.104

#2 · Ahmednagarcell 4660004203

distance 0.108 · cross-district

#3 · Beedcell 4700006343

distance 0.112

#4 · Beedcell 4700004674

distance 0.113

#5 · Beedcell 4700004335

distance 0.117

#6 · Ahmednagarcell 4660004134

distance 0.12 · cross-district

#7 · Beedcell 4700004348

distance 0.122

#8 · Ahmednagarcell 4660003663

distance 0.128 · cross-district

#9 · Beedcell 4700005182

distance 0.128

#10 · Beedcell 4700003472

distance 0.128

#11 · Ahmednagarcell 4660004202

distance 0.13 · cross-district

#12 · Ahmednagarcell 4660003615

distance 0.135 · cross-district

#13 · Beedcell 4700004503

distance 0.136

#14 · Ahmednagarcell 4660002841

distance 0.138 · cross-district

#15 · Ahmednagarcell 4660009432

distance 0.139 · cross-district

#16 · Ahmednagarcell 4660012527

distance 0.14 · cross-district

#17 · Dharashivcell 4880004733

distance 0.14 · cross-district

#18 · Beedcell 4700005183

distance 0.141

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":4700004340}}}'

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.