Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001533

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

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001683

distance 0.068

#2 · Nandedcell 4850001611

distance 0.109

#3 · Nandedcell 4850001459

distance 0.116

#4 · Nandedcell 4850003889

distance 0.116

#5 · Laturcell 4810002735

distance 0.118 · cross-district

#6 · Nandedcell 4850002544

distance 0.122

#7 · Nandedcell 4850001455

distance 0.124

#8 · Nandedcell 4850001607

distance 0.131

#9 · Nandedcell 4850004240

distance 0.132

#10 · Nandedcell 4850002418

distance 0.136

#11 · Parbhanicell 4890000158

distance 0.136 · cross-district

#12 · Nandedcell 4850001759

distance 0.137

#13 · Nandedcell 4850004035

distance 0.139

#14 · Nandedcell 4850001605

distance 0.14

#15 · Nandedcell 4850001529

distance 0.14

#16 · Laturcell 4810005993

distance 0.141 · cross-district

#17 · Nandedcell 4850004029

distance 0.142

#18 · Parbhanicell 4890001200

distance 0.142 · 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":4850001533}}}'

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.