Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003737

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003731

distance 0.237

#2 · Beedcell 4700005248

distance 0.239

#3 · Dhulecell 4740000336

distance 0.243 · cross-district

#4 · Ahmednagarcell 4660004175

distance 0.25 · cross-district

#5 · Beedcell 4700003375

distance 0.27

#6 · Sanglicell 4930006225

distance 0.271 · cross-district

#7 · Sanglicell 4930004410

distance 0.271 · cross-district

#8 · Beedcell 4700004396

distance 0.274

#9 · Ahmednagarcell 4660006138

distance 0.279 · cross-district

#10 · Sataracell 4940000682

distance 0.281 · cross-district

#11 · Dharashivcell 4880001562

distance 0.284 · cross-district

#12 · Ahmednagarcell 4660000321

distance 0.285 · cross-district

#13 · Ahmednagarcell 4660007313

distance 0.286 · cross-district

#14 · Sanglicell 4930004269

distance 0.287 · cross-district

#15 · Ahmednagarcell 4660006604

distance 0.29 · cross-district

#16 · Beedcell 4700001629

distance 0.292

#17 · Solapurcell 4960005351

distance 0.294 · cross-district

#18 · Ahmednagarcell 4660001667

distance 0.294 · 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":4700003737}}}'

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.