Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004870

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004515

distance 0.182

#2 · Ahmednagarcell 4660002959

distance 0.219 · cross-district

#3 · Beedcell 4700005788

distance 0.222

#4 · Beedcell 4700005192

distance 0.241

#5 · Ahmednagarcell 4660000466

distance 0.244 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000144

distance 0.244 · cross-district

#7 · Solapurcell 4960001295

distance 0.246 · cross-district

#8 · Solapurcell 4960005306

distance 0.249 · cross-district

#9 · Beedcell 4700002447

distance 0.252

#10 · Ahmednagarcell 4660001442

distance 0.257 · cross-district

#11 · Punecell 4900007869

distance 0.259 · cross-district

#12 · Beedcell 4700004010

distance 0.259

#13 · Beedcell 4700005719

distance 0.26

#14 · Parbhanicell 4890001337

distance 0.262 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000123

distance 0.266 · cross-district

#16 · Punecell 4900008100

distance 0.27 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004251

distance 0.27 · cross-district

#18 · Ahmednagarcell 4660001267

distance 0.272 · 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":4700004870}}}'

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.