Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007320

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007674

distance 0.085

#2 · Beedcell 4700008755

distance 0.102

#3 · Beedcell 4700008341

distance 0.134

#4 · Washimcell 4990001373

distance 0.147 · cross-district

#5 · Beedcell 4700007503

distance 0.152

#6 · Nandedcell 4850002772

distance 0.158 · cross-district

#7 · Nandedcell 4850002574

distance 0.16 · cross-district

#8 · Beedcell 4700008619

distance 0.161

#9 · Sanglicell 4930000773

distance 0.162 · cross-district

#10 · Ahmednagarcell 4660000841

distance 0.165 · cross-district

#11 · Dharashivcell 4880004870

distance 0.165 · cross-district

#12 · Beedcell 4700007687

distance 0.174

#13 · Beedcell 4700007313

distance 0.175

#14 · Dharashivcell 4880002373

distance 0.18 · cross-district

#15 · Beedcell 4700007686

distance 0.18

#16 · Dharashivcell 4880006241

distance 0.18 · cross-district

#17 · Ahmednagarcell 4660001127

distance 0.18 · cross-district

#18 · Dharashivcell 4880002331

distance 0.181 · 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":4700007320}}}'

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.