Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004516

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003480

distance 0.142

#2 · Solapurcell 4960001796

distance 0.205 · cross-district

#3 · Beedcell 4700006745

distance 0.205

#4 · Dharashivcell 4880000461

distance 0.205 · cross-district

#5 · Dharashivcell 4880001396

distance 0.209 · cross-district

#6 · Beedcell 4700003145

distance 0.21

#7 · Ahmednagarcell 4660000312

distance 0.217 · cross-district

#8 · Laturcell 4810002402

distance 0.221 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000726

distance 0.226 · cross-district

#10 · Laturcell 4810000035

distance 0.231 · cross-district

#11 · Dharashivcell 4880002202

distance 0.231 · cross-district

#12 · Punecell 4900008542

distance 0.233 · cross-district

#13 · Beedcell 4700004688

distance 0.233

#14 · Dharashivcell 4880000223

distance 0.234 · cross-district

#15 · Punecell 4900005801

distance 0.24 · cross-district

#16 · Solapurcell 4960009474

distance 0.242 · cross-district

#17 · Laturcell 4810000665

distance 0.242 · cross-district

#18 · Sanglicell 4930001598

distance 0.243 · 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":4700004516}}}'

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.