Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003343

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003343

distance 0.205 · cross-district

#2 · Beedcell 4700002978

distance 0.214

#3 · Dharashivcell 4880006128

distance 0.214 · cross-district

#4 · Beedcell 4700003170

distance 0.217

#5 · Dharashivcell 4880002062

distance 0.219 · cross-district

#6 · Sanglicell 4930002100

distance 0.221 · cross-district

#7 · Solapurcell 4960005336

distance 0.221 · cross-district

#8 · Beedcell 4700001693

distance 0.222

#9 · Sanglicell 4930001599

distance 0.223 · cross-district

#10 · Ahmednagarcell 4660001578

distance 0.224 · cross-district

#11 · Dharashivcell 4880003827

distance 0.225 · cross-district

#12 · Dharashivcell 4880003341

distance 0.226 · cross-district

#13 · Ahmednagarcell 4660006528

distance 0.227 · cross-district

#14 · Laturcell 4810000671

distance 0.228 · cross-district

#15 · Solapurcell 4960012613

distance 0.229 · cross-district

#16 · Beedcell 4700002305

distance 0.229

#17 · Solapurcell 4960006168

distance 0.23 · cross-district

#18 · Dharashivcell 4880004732

distance 0.23 · 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":4700003343}}}'

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.