Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008465

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008388

distance 0.197

#2 · Washimcell 4990001748

distance 0.209 · cross-district

#3 · Parbhanicell 4890001977

distance 0.21 · cross-district

#4 · Hingolicell 4770003948

distance 0.214 · cross-district

#5 · Beedcell 4700007124

distance 0.217

#6 · Beedcell 4700000912

distance 0.221

#7 · Beedcell 4700000395

distance 0.222

#8 · Washimcell 4990001189

distance 0.222 · cross-district

#9 · Nandedcell 4850000153

distance 0.225 · cross-district

#10 · Jalnacell 4790000071

distance 0.226 · cross-district

#11 · Hingolicell 4770003834

distance 0.227 · cross-district

#12 · Hingolicell 4770003883

distance 0.227 · cross-district

#13 · Parbhanicell 4890002251

distance 0.227 · cross-district

#14 · Beedcell 4700002397

distance 0.228

#15 · Beedcell 4700008999

distance 0.229

#16 · Beedcell 4700008434

distance 0.23

#17 · Beedcell 4700000208

distance 0.231

#18 · Hingolicell 4770003951

distance 0.232 · 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":4700008465}}}'

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.