Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005198

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004361

distance 0.137

#2 · Beedcell 4700004184

distance 0.15

#3 · Beedcell 4700003494

distance 0.163

#4 · Solapurcell 4960000273

distance 0.17 · cross-district

#5 · Ahmednagarcell 4660003872

distance 0.176 · cross-district

#6 · Beedcell 4700004185

distance 0.176

#7 · Beedcell 4700003821

distance 0.182

#8 · Sanglicell 4930005008

distance 0.193 · cross-district

#9 · Beedcell 4700004360

distance 0.193

#10 · Dharashivcell 4880004183

distance 0.194 · cross-district

#11 · Ahmednagarcell 4660000982

distance 0.194 · cross-district

#12 · Ahmednagarcell 4660002467

distance 0.195 · cross-district

#13 · Beedcell 4700005493

distance 0.196

#14 · Dharashivcell 4880000450

distance 0.196 · cross-district

#15 · Beedcell 4700004188

distance 0.196

#16 · Solapurcell 4960000190

distance 0.197 · cross-district

#17 · Sanglicell 4930006374

distance 0.198 · cross-district

#18 · Sanglicell 4930005373

distance 0.198 · 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":4700005198}}}'

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.