Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008522

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008084

distance 0.117

#2 · Jalnacell 4790001408

distance 0.118 · cross-district

#3 · Beedcell 4700007812

distance 0.131

#4 · Beedcell 4700004838

distance 0.146

#5 · Beedcell 4700007707

distance 0.146

#6 · Beedcell 4700008765

distance 0.147

#7 · Jalnacell 4790000189

distance 0.148 · cross-district

#8 · Jalnacell 4790000296

distance 0.15 · cross-district

#9 · Beedcell 4700000288

distance 0.164

#10 · Jalnacell 4790000691

distance 0.165 · cross-district

#11 · Jalnacell 4790002539

distance 0.165 · cross-district

#12 · Jalnacell 4790001199

distance 0.166 · cross-district

#13 · Beedcell 4700007427

distance 0.167

#14 · Washimcell 4990000677

distance 0.169 · cross-district

#15 · Washimcell 4990002645

distance 0.169 · cross-district

#16 · Washimcell 4990002450

distance 0.17 · cross-district

#17 · Beedcell 4700007893

distance 0.172

#18 · Washimcell 4990002729

distance 0.172 · 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":4700008522}}}'

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.