Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007629

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007628

distance 0.189

#2 · Laturcell 4810004192

distance 0.19 · cross-district

#3 · Laturcell 4810003281

distance 0.197 · cross-district

#4 · Laturcell 4810003172

distance 0.208 · cross-district

#5 · Washimcell 4990002989

distance 0.215 · cross-district

#6 · Jalnacell 4790003561

distance 0.217 · cross-district

#7 · Jalnacell 4790003729

distance 0.217 · cross-district

#8 · Beedcell 4700007433

distance 0.222

#9 · Laturcell 4810003399

distance 0.222 · cross-district

#10 · Laturcell 4810003173

distance 0.222 · cross-district

#11 · Beedcell 4700005845

distance 0.223

#12 · Beedcell 4700002909

distance 0.224

#13 · Parbhanicell 4890002572

distance 0.226 · cross-district

#14 · Washimcell 4990001854

distance 0.23 · cross-district

#15 · Laturcell 4810003067

distance 0.23 · cross-district

#16 · Parbhanicell 4890002164

distance 0.23 · cross-district

#17 · Washimcell 4990002710

distance 0.233 · cross-district

#18 · Laturcell 4810004091

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":4700007629}}}'

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.