Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006569

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005912

distance 0.185

#2 · Nandedcell 4850006721

distance 0.273

#3 · Nandedcell 4850007448

distance 0.296

#4 · Chandrapurcell 4730000023

distance 0.305 · cross-district

#5 · Chandrapurcell 4730000104

distance 0.313 · cross-district

#6 · Chandrapurcell 4730000147

distance 0.323 · cross-district

#7 · Chandrapurcell 4730000076

distance 0.332 · cross-district

#8 · Beedcell 4700007557

distance 0.338 · cross-district

#9 · Chandrapurcell 4730000151

distance 0.351 · cross-district

#10 · Yavatmalcell 5000000306

distance 0.353 · cross-district

#11 · Nandedcell 4850007656

distance 0.356

#12 · Nandedcell 4850007157

distance 0.357

#13 · Gadchirolicell 4750002548

distance 0.359 · cross-district

#14 · Beedcell 4700005372

distance 0.359 · cross-district

#15 · Nandedcell 4850004807

distance 0.362

#16 · Gadchirolicell 4750002937

distance 0.364 · cross-district

#17 · Yavatmalcell 5000004097

distance 0.365 · cross-district

#18 · Nandedcell 4850007563

distance 0.369

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":4850006569}}}'

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.