Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005828

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007029

distance 0.129

#2 · Chhatrapati Sambhajinagarcell 4690004247

distance 0.139 · cross-district

#3 · Beedcell 4700005381

distance 0.154

#4 · Solapurcell 4960000505

distance 0.165 · cross-district

#5 · Beedcell 4700005530

distance 0.171

#6 · Beedcell 4700006248

distance 0.175

#7 · Beedcell 4700006790

distance 0.175

#8 · Parbhanicell 4890003362

distance 0.182 · cross-district

#9 · Ahmednagarcell 4660000911

distance 0.182 · cross-district

#10 · Punecell 4900001340

distance 0.183 · cross-district

#11 · Ahmednagarcell 4660000505

distance 0.187 · cross-district

#12 · Beedcell 4700005829

distance 0.187

#13 · Beedcell 4700007125

distance 0.189

#14 · Beedcell 4700007024

distance 0.19

#15 · Beedcell 4700005943

distance 0.192

#16 · Sanglicell 4930001748

distance 0.195 · cross-district

#17 · Sanglicell 4930001444

distance 0.195 · cross-district

#18 · Ahmednagarcell 4660001105

distance 0.196 · 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":4700005828}}}'

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.