Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001157

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000680

distance 0.127

#2 · Beedcell 4700000765

distance 0.133

#3 · Beedcell 4700000652

distance 0.134

#4 · Beedcell 4700000535

distance 0.139

#5 · Dharashivcell 4880006254

distance 0.141 · cross-district

#6 · Beedcell 4700001449

distance 0.148

#7 · Laturcell 4810001403

distance 0.158 · cross-district

#8 · Washimcell 4990000449

distance 0.161 · cross-district

#9 · Beedcell 4700002393

distance 0.161

#10 · Buldhanacell 4720000634

distance 0.162 · cross-district

#11 · Hingolicell 4770003805

distance 0.163 · cross-district

#12 · Laturcell 4810002335

distance 0.165 · cross-district

#13 · Washimcell 4990000535

distance 0.166 · cross-district

#14 · Beedcell 4700001885

distance 0.166

#15 · Dharashivcell 4880002731

distance 0.167 · cross-district

#16 · Solapurcell 4960000703

distance 0.169 · cross-district

#17 · Beedcell 4700001425

distance 0.169

#18 · Dharashivcell 4880005014

distance 0.171 · 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":4700001157}}}'

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.