Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003256

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003251

distance 0.178

#2 · Beedcell 4700004738

distance 0.218

#3 · Beedcell 4700002894

distance 0.23

#4 · Sanglicell 4930001059

distance 0.258 · cross-district

#5 · Beedcell 4700003424

distance 0.264

#6 · Beedcell 4700002887

distance 0.264

#7 · Sanglicell 4930000954

distance 0.269 · cross-district

#8 · Beedcell 4700004107

distance 0.273

#9 · Beedcell 4700003768

distance 0.275

#10 · Beedcell 4700003085

distance 0.284

#11 · Sanglicell 4930001563

distance 0.287 · cross-district

#12 · Ahmednagarcell 4660004156

distance 0.29 · cross-district

#13 · Nashikcell 4870007265

distance 0.291 · cross-district

#14 · Beedcell 4700003562

distance 0.296

#15 · Ahmednagarcell 4660006178

distance 0.302 · cross-district

#16 · Beedcell 4700002548

distance 0.302

#17 · Beedcell 4700004096

distance 0.302

#18 · Dhulecell 4740000469

distance 0.304 · 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":4700003256}}}'

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.