Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002010

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

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002660

distance 0.103

#2 · Ahmednagarcell 4660001499

distance 0.103 · cross-district

#3 · Ahmednagarcell 4660002428

distance 0.105 · cross-district

#4 · Beedcell 4700002499

distance 0.11

#5 · Beedcell 4700003350

distance 0.116

#6 · Dharashivcell 4880005961

distance 0.119 · cross-district

#7 · Ahmednagarcell 4660000786

distance 0.12 · cross-district

#8 · Beedcell 4700003182

distance 0.125

#9 · Beedcell 4700001244

distance 0.127

#10 · Dharashivcell 4880006108

distance 0.129 · cross-district

#11 · Ahmednagarcell 4660002778

distance 0.133 · cross-district

#12 · Beedcell 4700001385

distance 0.134

#13 · Beedcell 4700001540

distance 0.137

#14 · Dharashivcell 4880005336

distance 0.141 · cross-district

#15 · Ahmednagarcell 4660001926

distance 0.144 · cross-district

#16 · Dharashivcell 4880006349

distance 0.145 · cross-district

#17 · Beedcell 4700003355

distance 0.145

#18 · Dharashivcell 4880005720

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":4700002010}}}'

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.