Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003145

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009514

distance 0.206 · cross-district

#2 · Beedcell 4700004516

distance 0.21

#3 · Punecell 4900002812

distance 0.213 · cross-district

#4 · Ahmednagarcell 4660003214

distance 0.217 · cross-district

#5 · Sanglicell 4930001598

distance 0.222 · cross-district

#6 · Punecell 4900008542

distance 0.222 · cross-district

#7 · Punecell 4900005801

distance 0.224 · cross-district

#8 · Beedcell 4700002783

distance 0.234

#9 · Sanglicell 4930002746

distance 0.239 · cross-district

#10 · Ahmednagarcell 4660003248

distance 0.239 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000726

distance 0.246 · cross-district

#12 · Parbhanicell 4890003219

distance 0.249 · cross-district

#13 · Beedcell 4700008613

distance 0.25

#14 · Ahmednagarcell 4660000226

distance 0.253 · cross-district

#15 · Solapurcell 4960011479

distance 0.257 · cross-district

#16 · Dharashivcell 4880000223

distance 0.257 · cross-district

#17 · Punecell 4900006305

distance 0.261 · cross-district

#18 · Punecell 4900009200

distance 0.262 · 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":4700003145}}}'

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.