Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002183

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002022

distance 0.151

#2 · Beedcell 4700005401

distance 0.212

#3 · Sanglicell 4930003960

distance 0.225 · cross-district

#4 · Laturcell 4810003376

distance 0.239 · cross-district

#5 · Beedcell 4700001862

distance 0.248

#6 · Dharashivcell 4880006031

distance 0.249 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001832

distance 0.25 · cross-district

#8 · Nandedcell 4850004267

distance 0.25 · cross-district

#9 · Beedcell 4700001274

distance 0.25

#10 · Beedcell 4700001116

distance 0.254

#11 · Washimcell 4990001121

distance 0.259 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001924

distance 0.26 · cross-district

#13 · Beedcell 4700006257

distance 0.265

#14 · Beedcell 4700009004

distance 0.267

#15 · Ahmednagarcell 4660013174

distance 0.267 · cross-district

#16 · Laturcell 4810002326

distance 0.268 · cross-district

#17 · Jalgaoncell 4780001362

distance 0.271 · cross-district

#18 · Ahmednagarcell 4660014413

distance 0.271 · 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":4700002183}}}'

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.