Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005379

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004229

distance 0.175

#2 · Sanglicell 4930000566

distance 0.191 · cross-district

#3 · Beedcell 4700004205

distance 0.193

#4 · Ahmednagarcell 4660001296

distance 0.193 · cross-district

#5 · Sanglicell 4930000763

distance 0.197 · cross-district

#6 · Ahmednagarcell 4660000862

distance 0.199 · cross-district

#7 · Beedcell 4700003218

distance 0.201

#8 · Solapurcell 4960012404

distance 0.204 · cross-district

#9 · Ahmednagarcell 4660000496

distance 0.219 · cross-district

#10 · Dharashivcell 4880005323

distance 0.22 · cross-district

#11 · Ahmednagarcell 4660003922

distance 0.221 · cross-district

#12 · Beedcell 4700003726

distance 0.222

#13 · Sanglicell 4930002744

distance 0.225 · cross-district

#14 · Sanglicell 4930002261

distance 0.23 · cross-district

#15 · Beedcell 4700003897

distance 0.233

#16 · Sanglicell 4930001338

distance 0.234 · cross-district

#17 · Solapurcell 4960006671

distance 0.235 · cross-district

#18 · Dharashivcell 4880001561

distance 0.235 · 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":4700005379}}}'

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.