Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002669

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003184

distance 0.157

#2 · Dharashivcell 4880004164

distance 0.16 · cross-district

#3 · Beedcell 4700001535

distance 0.162

#4 · Beedcell 4700001542

distance 0.164

#5 · Beedcell 4700000972

distance 0.165

#6 · Beedcell 4700001536

distance 0.179

#7 · Dharashivcell 4880004334

distance 0.191 · cross-district

#8 · Dharashivcell 4880005346

distance 0.192 · cross-district

#9 · Solapurcell 4960000609

distance 0.199 · cross-district

#10 · Dharashivcell 4880005154

distance 0.203 · cross-district

#11 · Ahmednagarcell 4660002118

distance 0.208 · cross-district

#12 · Dharashivcell 4880005181

distance 0.208 · cross-district

#13 · Dharashivcell 4880005425

distance 0.208 · cross-district

#14 · Dharashivcell 4880005151

distance 0.208 · cross-district

#15 · Ahmednagarcell 4660000864

distance 0.212 · cross-district

#16 · Sanglicell 4930005863

distance 0.212 · cross-district

#17 · Beedcell 4700002491

distance 0.212

#18 · Sanglicell 4930005870

distance 0.213 · 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":4700002669}}}'

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.