Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003833

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003831

distance 0.107

#2 · Nandedcell 4850003451

distance 0.11

#3 · Nandedcell 4850003832

distance 0.113

#4 · Nandedcell 4850003367

distance 0.122

#5 · Nandedcell 4850003974

distance 0.131

#6 · Nandedcell 4850003678

distance 0.142

#7 · Nandedcell 4850003529

distance 0.149

#8 · Nandedcell 4850003687

distance 0.151

#9 · Nandedcell 4850003756

distance 0.153

#10 · Nandedcell 4850003093

distance 0.157

#11 · Nandedcell 4850003976

distance 0.176

#12 · Nandedcell 4850004051

distance 0.178

#13 · Nandedcell 4850008306

distance 0.185

#14 · Nandedcell 4850003360

distance 0.185

#15 · Beedcell 4700007964

distance 0.188 · cross-district

#16 · Yavatmalcell 5000003792

distance 0.189 · cross-district

#17 · Nandedcell 4850003535

distance 0.19

#18 · Nandedcell 4850003366

distance 0.19

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":4850003833}}}'

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.