Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003172

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 4 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 4700002652

distance 0.096

#2 · Beedcell 4700002997

distance 0.104

#3 · Ahmednagarcell 4660002299

distance 0.105 · cross-district

#4 · Beedcell 4700002825

distance 0.107

#5 · Beedcell 4700002653

distance 0.119

#6 · Ahmednagarcell 4660001498

distance 0.13 · cross-district

#7 · Beedcell 4700003332

distance 0.132

#8 · Ahmednagarcell 4660001489

distance 0.138 · cross-district

#9 · Ahmednagarcell 4660001495

distance 0.144 · cross-district

#10 · Beedcell 4700002823

distance 0.145

#11 · Dharashivcell 4880003645

distance 0.147 · cross-district

#12 · Laturcell 4810001429

distance 0.151 · cross-district

#13 · Beedcell 4700001532

distance 0.155

#14 · Ahmednagarcell 4660002307

distance 0.157 · cross-district

#15 · Dharashivcell 4880003392

distance 0.158 · cross-district

#16 · Dharashivcell 4880003288

distance 0.158 · cross-district

#17 · Ahmednagarcell 4660001591

distance 0.16 · cross-district

#18 · Beedcell 4700003530

distance 0.161

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":4700003172}}}'

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.