Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004787

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004280

distance 0.261 · cross-district

#2 · Solapurcell 4960003972

distance 0.266 · cross-district

#3 · Punecell 4900008651

distance 0.269 · cross-district

#4 · Ahmednagarcell 4660002623

distance 0.271 · cross-district

#5 · Beedcell 4700003783

distance 0.282

#6 · Buldhanacell 4720005153

distance 0.291 · cross-district

#7 · Beedcell 4700004614

distance 0.294

#8 · Dharashivcell 4880006202

distance 0.302 · cross-district

#9 · Beedcell 4700005491

distance 0.303

#10 · Nandedcell 4850004476

distance 0.306 · cross-district

#11 · Sanglicell 4930002577

distance 0.307 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001643

distance 0.311 · cross-district

#13 · Dharashivcell 4880002131

distance 0.311 · cross-district

#14 · Amravaticell 4680007358

distance 0.311 · cross-district

#15 · Beedcell 4700003067

distance 0.312

#16 · Ahmednagarcell 4660003808

distance 0.313 · cross-district

#17 · Punecell 4900007262

distance 0.313 · cross-district

#18 · Solapurcell 4960008247

distance 0.316 · 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":4700004787}}}'

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.