Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005310

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004473

distance 0.11

#2 · Beedcell 4700006842

distance 0.152

#3 · Beedcell 4700001612

distance 0.155

#4 · Laturcell 4810002317

distance 0.167 · cross-district

#5 · Jalnacell 4790003829

distance 0.167 · cross-district

#6 · Laturcell 4810001401

distance 0.171 · cross-district

#7 · Beedcell 4700004645

distance 0.172

#8 · Beedcell 4700008581

distance 0.175

#9 · Beedcell 4700004989

distance 0.177

#10 · Dharashivcell 4880004252

distance 0.188 · cross-district

#11 · Nandedcell 4850002492

distance 0.19 · cross-district

#12 · Beedcell 4700006590

distance 0.191

#13 · Laturcell 4810001724

distance 0.192 · cross-district

#14 · Beedcell 4700000189

distance 0.192

#15 · Beedcell 4700005157

distance 0.192

#16 · Beedcell 4700000256

distance 0.194

#17 · Jalnacell 4790003912

distance 0.194 · cross-district

#18 · Washimcell 4990001916

distance 0.195 · 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":4700005310}}}'

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.