Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003182

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002010

distance 0.125

#2 · Beedcell 4700003350

distance 0.13

#3 · Beedcell 4700002660

distance 0.135

#4 · Beedcell 4700001385

distance 0.143

#5 · Beedcell 4700001244

distance 0.149

#6 · Ahmednagarcell 4660002428

distance 0.155 · cross-district

#7 · Ahmednagarcell 4660002010

distance 0.163 · cross-district

#8 · Beedcell 4700003354

distance 0.165

#9 · Dharashivcell 4880006416

distance 0.168 · cross-district

#10 · Beedcell 4700002499

distance 0.168

#11 · Ahmednagarcell 4660001499

distance 0.17 · cross-district

#12 · Dharashivcell 4880005610

distance 0.174 · cross-district

#13 · Beedcell 4700003187

distance 0.176

#14 · Dharashivcell 4880005339

distance 0.178 · cross-district

#15 · Dharashivcell 4880005055

distance 0.178 · cross-district

#16 · Ahmednagarcell 4660001707

distance 0.178 · cross-district

#17 · Ahmednagarcell 4660002778

distance 0.179 · cross-district

#18 · Ahmednagarcell 4660002861

distance 0.181 · 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":4700003182}}}'

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.