Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007972

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

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001956

distance 0.098 · cross-district

#2 · Yavatmalcell 5000000837

distance 0.1 · cross-district

#3 · Hingolicell 4770002018

distance 0.101 · cross-district

#4 · Nandedcell 4850008010

distance 0.103

#5 · Nandedcell 4850008017

distance 0.104

#6 · Hingolicell 4770001957

distance 0.109 · cross-district

#7 · Yavatmalcell 5000002241

distance 0.111 · cross-district

#8 · Hingolicell 4770001896

distance 0.112 · cross-district

#9 · Nandedcell 4850008043

distance 0.114

#10 · Nandedcell 4850008018

distance 0.115

#11 · Yavatmalcell 5000002361

distance 0.119 · cross-district

#12 · Yavatmalcell 5000001127

distance 0.12 · cross-district

#13 · Hingolicell 4770002142

distance 0.125 · cross-district

#14 · Nandedcell 4850008059

distance 0.128

#15 · Yavatmalcell 5000002384

distance 0.129 · cross-district

#16 · Hingolicell 4770000815

distance 0.131 · cross-district

#17 · Hingolicell 4770000816

distance 0.133 · cross-district

#18 · Yavatmalcell 5000000896

distance 0.133 · 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":4850007972}}}'

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.