Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007124

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

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000777

distance 0.087 · cross-district

#2 · Nandedcell 4850006965

distance 0.101

#3 · Nandedcell 4850007336

distance 0.109

#4 · Nandedcell 4850006749

distance 0.124

#5 · Yavatmalcell 5000001391

distance 0.126 · cross-district

#6 · Nandedcell 4850006897

distance 0.128

#7 · Hingolicell 4770000897

distance 0.128 · cross-district

#8 · Yavatmalcell 5000001233

distance 0.13 · cross-district

#9 · Hingolicell 4770001011

distance 0.131 · cross-district

#10 · Nandedcell 4850007190

distance 0.132

#11 · Yavatmalcell 5000001499

distance 0.135 · cross-district

#12 · Nandedcell 4850006962

distance 0.138

#13 · Yavatmalcell 5000001293

distance 0.141 · cross-district

#14 · Nandedcell 4850007459

distance 0.143

#15 · Hingolicell 4770000519

distance 0.144 · cross-district

#16 · Nandedcell 4850007720

distance 0.144

#17 · Hingolicell 4770002205

distance 0.145 · cross-district

#18 · Yavatmalcell 5000000901

distance 0.146 · 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":4850007124}}}'

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.