Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004313

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 12 distinct districts

Index confidence

0.89

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 4700000243

distance 0.231

#2 · Dharashivcell 4880000981

distance 0.232 · cross-district

#3 · Ahmednagarcell 4660000350

distance 0.246 · cross-district

#4 · Solapurcell 4960001805

distance 0.264 · cross-district

#5 · Nandedcell 4850002553

distance 0.264 · cross-district

#6 · Beedcell 4700005841

distance 0.267

#7 · Jalnacell 4790004052

distance 0.267 · cross-district

#8 · Akolacell 4670000215

distance 0.268 · cross-district

#9 · Laturcell 4810001913

distance 0.273 · cross-district

#10 · Jalgaoncell 4780001652

distance 0.281 · cross-district

#11 · Punecell 4900005779

distance 0.283 · cross-district

#12 · Wardhacell 4980001446

distance 0.291 · cross-district

#13 · Sanglicell 4930000259

distance 0.292 · cross-district

#14 · Wardhacell 4980003120

distance 0.293 · cross-district

#15 · Jalgaoncell 4780004184

distance 0.295 · cross-district

#16 · Wardhacell 4980003307

distance 0.296 · cross-district

#17 · Laturcell 4810003050

distance 0.297 · cross-district

#18 · Akolacell 4670002340

distance 0.297 · 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":4700004313}}}'

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.