Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007598

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002522

distance 0.211

#2 · Beedcell 4700007586

distance 0.251

#3 · Sanglicell 4930003251

distance 0.262 · cross-district

#4 · Dharashivcell 4880001425

distance 0.262 · cross-district

#5 · Laturcell 4810001170

distance 0.267 · cross-district

#6 · Ahmednagarcell 4660007712

distance 0.274 · cross-district

#7 · Laturcell 4810002073

distance 0.274 · cross-district

#8 · Laturcell 4810002235

distance 0.276 · cross-district

#9 · Beedcell 4700007585

distance 0.278

#10 · Parbhanicell 4890001140

distance 0.278 · cross-district

#11 · Solapurcell 4960007232

distance 0.285 · cross-district

#12 · Ahmednagarcell 4660001001

distance 0.289 · cross-district

#13 · Dharashivcell 4880001404

distance 0.289 · cross-district

#14 · Beedcell 4700008652

distance 0.294

#15 · Laturcell 4810003594

distance 0.295 · cross-district

#16 · Dharashivcell 4880001584

distance 0.296 · cross-district

#17 · Jalgaoncell 4780003143

distance 0.296 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001491

distance 0.296 · 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":4700007598}}}'

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.