Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002995

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002497

distance 0.176

#2 · Sanglicell 4930003960

distance 0.19 · cross-district

#3 · Dharashivcell 4880006062

distance 0.197 · cross-district

#4 · Laturcell 4810001364

distance 0.21 · cross-district

#5 · Laturcell 4810000689

distance 0.216 · cross-district

#6 · Beedcell 4700002848

distance 0.225

#7 · Dharashivcell 4880003027

distance 0.236 · cross-district

#8 · Ahmednagarcell 4660001038

distance 0.239 · cross-district

#9 · Dharashivcell 4880002408

distance 0.24 · cross-district

#10 · Beedcell 4700002840

distance 0.244

#11 · Sanglicell 4930001089

distance 0.244 · cross-district

#12 · Beedcell 4700003011

distance 0.246

#13 · Sanglicell 4930003621

distance 0.251 · cross-district

#14 · Solapurcell 4960004390

distance 0.255 · cross-district

#15 · Dharashivcell 4880004966

distance 0.255 · cross-district

#16 · Dharashivcell 4880005912

distance 0.256 · cross-district

#17 · Beedcell 4700001274

distance 0.257

#18 · Dharashivcell 4880006031

distance 0.258 · 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":4700002995}}}'

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.