Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003016

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003000

distance 0.099

#2 · Beedcell 4700001841

distance 0.103

#3 · Beedcell 4700003188

distance 0.123

#4 · Dharashivcell 4880004330

distance 0.132 · cross-district

#5 · Beedcell 4700003012

distance 0.134

#6 · Beedcell 4700002662

distance 0.137

#7 · Beedcell 4700003190

distance 0.139

#8 · Dharashivcell 4880004245

distance 0.146 · cross-district

#9 · Beedcell 4700003018

distance 0.146

#10 · Dharashivcell 4880004496

distance 0.147 · cross-district

#11 · Beedcell 4700002001

distance 0.148

#12 · Dharashivcell 4880004413

distance 0.148 · cross-district

#13 · Beedcell 4700003178

distance 0.151

#14 · Dharashivcell 4880004331

distance 0.151 · cross-district

#15 · Dharashivcell 4880006353

distance 0.153 · cross-district

#16 · Dharashivcell 4880006268

distance 0.157 · cross-district

#17 · Dharashivcell 4880004665

distance 0.163 · cross-district

#18 · Beedcell 4700001839

distance 0.163

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":4700003016}}}'

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.