Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002140

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

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005739

distance 0.231

#2 · Ahmednagarcell 4660005720

distance 0.241 · cross-district

#3 · Beedcell 4700002634

distance 0.247

#4 · Sanglicell 4930001218

distance 0.25 · cross-district

#5 · Sanglicell 4930001187

distance 0.253 · cross-district

#6 · Sanglicell 4930000030

distance 0.262 · cross-district

#7 · Dharashivcell 4880002593

distance 0.264 · cross-district

#8 · Sanglicell 4930000263

distance 0.278 · cross-district

#9 · Sanglicell 4930000197

distance 0.284 · cross-district

#10 · Yavatmalcell 5000005032

distance 0.286 · cross-district

#11 · Sanglicell 4930000003

distance 0.288 · cross-district

#12 · Beedcell 4700007583

distance 0.288

#13 · Sanglicell 4930000132

distance 0.289 · cross-district

#14 · Washimcell 4990001735

distance 0.29 · cross-district

#15 · Sanglicell 4930002083

distance 0.292 · cross-district

#16 · Jalgaoncell 4780001656

distance 0.297 · cross-district

#17 · Solapurcell 4960004388

distance 0.298 · cross-district

#18 · Sanglicell 4930000002

distance 0.298 · 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":4700002140}}}'

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.