Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008043

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

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000000833

distance 0.097 · cross-district

#2 · Nandedcell 4850008018

distance 0.109

#3 · Nandedcell 4850007972

distance 0.114

#4 · Nandedcell 4850007677

distance 0.122

#5 · Hingolicell 4770002142

distance 0.127 · cross-district

#6 · Hingolicell 4770001957

distance 0.128 · cross-district

#7 · Yavatmalcell 5000000895

distance 0.129 · cross-district

#8 · Nandedcell 4850007577

distance 0.132

#9 · Yavatmalcell 5000000896

distance 0.136 · cross-district

#10 · Yavatmalcell 5000002361

distance 0.136 · cross-district

#11 · Nandedcell 4850008023

distance 0.137

#12 · Hingolicell 4770002018

distance 0.137 · cross-district

#13 · Yavatmalcell 5000001235

distance 0.139 · cross-district

#14 · Hingolicell 4770002266

distance 0.139 · cross-district

#15 · Yavatmalcell 5000001445

distance 0.14 · cross-district

#16 · Nandedcell 4850008042

distance 0.141

#17 · Yavatmalcell 5000002240

distance 0.142 · cross-district

#18 · Hingolicell 4770001956

distance 0.145 · 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":4850008043}}}'

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.