Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001697

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002172

distance 0.144

#2 · Beedcell 4700002334

distance 0.167

#3 · Dharashivcell 4880006128

distance 0.172 · cross-district

#4 · Beedcell 4700001841

distance 0.174

#5 · Dharashivcell 4880006354

distance 0.179 · cross-district

#6 · Dharashivcell 4880005345

distance 0.181 · cross-district

#7 · Beedcell 4700003183

distance 0.181

#8 · Dharashivcell 4880005615

distance 0.183 · cross-district

#9 · Dharashivcell 4880004159

distance 0.185 · cross-district

#10 · Dharashivcell 4880004331

distance 0.193 · cross-district

#11 · Dharashivcell 4880004167

distance 0.195 · cross-district

#12 · Dharashivcell 4880006218

distance 0.196 · cross-district

#13 · Dharashivcell 4880004249

distance 0.202 · cross-district

#14 · Dharashivcell 4880004665

distance 0.203 · cross-district

#15 · Ahmednagarcell 4660002423

distance 0.204 · cross-district

#16 · Beedcell 4700002845

distance 0.204

#17 · Ahmednagarcell 4660008746

distance 0.205 · cross-district

#18 · Dharashivcell 4880006267

distance 0.206 · 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":4700001697}}}'

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.