Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000439

The MH-36 locality cells most similar to this Nanded 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 4 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 · Nandedcell 4850000837

distance 0.085

#2 · Laturcell 4810004638

distance 0.094 · cross-district

#3 · Nandedcell 4850000467

distance 0.096

#4 · Laturcell 4810004639

distance 0.098 · cross-district

#5 · Nandedcell 4850000604

distance 0.101

#6 · Nandedcell 4850000536

distance 0.102

#7 · Laturcell 4810003736

distance 0.114 · cross-district

#8 · Nandedcell 4850000361

distance 0.115

#9 · Laturcell 4810004649

distance 0.124 · cross-district

#10 · Nandedcell 4850000250

distance 0.125

#11 · Nandedcell 4850000688

distance 0.127

#12 · Laturcell 4810004930

distance 0.13 · cross-district

#13 · Yavatmalcell 5000009493

distance 0.132 · cross-district

#14 · Nandedcell 4850000790

distance 0.133

#15 · Nandedcell 4850000740

distance 0.133

#16 · Laturcell 4810003533

distance 0.137 · cross-district

#17 · Washimcell 4990002075

distance 0.14 · cross-district

#18 · Washimcell 4990002896

distance 0.141 · 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":485,"cluster_id":4850000439}}}'

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.