Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003086

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

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003069

distance 0.192

#2 · Sanglicell 4930000849

distance 0.198 · cross-district

#3 · Beedcell 4700002897

distance 0.202

#4 · Beedcell 4700003252

distance 0.205

#5 · Sanglicell 4930000650

distance 0.208 · cross-district

#6 · Beedcell 4700002386

distance 0.212

#7 · Beedcell 4700003257

distance 0.22

#8 · Beedcell 4700003227

distance 0.22

#9 · Beedcell 4700003254

distance 0.221

#10 · Beedcell 4700002550

distance 0.242

#11 · Beedcell 4700002594

distance 0.245

#12 · Beedcell 4700004594

distance 0.246

#13 · Dharashivcell 4880004265

distance 0.247 · cross-district

#14 · Dharashivcell 4880004184

distance 0.249 · cross-district

#15 · Kolhapurcell 4800005103

distance 0.253 · cross-district

#16 · Beedcell 4700003261

distance 0.255

#17 · Beedcell 4700002380

distance 0.256

#18 · Ahmednagarcell 4660004735

distance 0.259 · 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":4700003086}}}'

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.