Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002459

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002794

distance 0.094

#2 · Hingolicell 4770002657

distance 0.106

#3 · Hingolicell 4770002178

distance 0.133

#4 · Hingolicell 4770002386

distance 0.151

#5 · Hingolicell 4770003357

distance 0.168

#6 · Hingolicell 4770003489

distance 0.169

#7 · Hingolicell 4770003420

distance 0.174

#8 · Hingolicell 4770003419

distance 0.179

#9 · Hingolicell 4770002588

distance 0.179

#10 · Hingolicell 4770003281

distance 0.182

#11 · Hingolicell 4770002318

distance 0.183

#12 · Hingolicell 4770002392

distance 0.186

#13 · Hingolicell 4770002389

distance 0.187

#14 · Hingolicell 4770002648

distance 0.189

#15 · Hingolicell 4770002889

distance 0.191

#16 · Hingolicell 4770002050

distance 0.192

#17 · Hingolicell 4770002524

distance 0.195

#18 · Hingolicell 4770003106

distance 0.197

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":4770002459}}}'

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.