Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001957

The MH-36 locality cells most similar to this Hingoli 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

0.055

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002018

distance 0.055

#2 · Hingolicell 4770001956

distance 0.067

#3 · Hingolicell 4770002142

distance 0.07

#4 · Hingolicell 4770001836

distance 0.076

#5 · Hingolicell 4770001896

distance 0.087

#6 · Yavatmalcell 5000002384

distance 0.091 · cross-district

#7 · Nandedcell 4850008010

distance 0.096 · cross-district

#8 · Nandedcell 4850008018

distance 0.097 · cross-district

#9 · Hingolicell 4770002336

distance 0.098

#10 · Hingolicell 4770000756

distance 0.099

#11 · Yavatmalcell 5000001803

distance 0.1 · cross-district

#12 · Hingolicell 4770001839

distance 0.101

#13 · Yavatmalcell 5000002137

distance 0.102 · cross-district

#14 · Yavatmalcell 5000000951

distance 0.102 · cross-district

#15 · Nandedcell 4850008017

distance 0.102 · cross-district

#16 · Yavatmalcell 5000002135

distance 0.106 · cross-district

#17 · Hingolicell 4770001953

distance 0.106

#18 · Yavatmalcell 5000000837

distance 0.107 · 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":477,"cluster_id":4770001957}}}'

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.