Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000832

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002936

distance 0.313 · cross-district

#2 · Hingolicell 4770001530

distance 0.318

#3 · Nandedcell 4850006892

distance 0.325 · cross-district

#4 · Washimcell 4990000601

distance 0.325 · cross-district

#5 · Parbhanicell 4890004443

distance 0.339 · cross-district

#6 · Nandedcell 4850006595

distance 0.339 · cross-district

#7 · Hingolicell 4770001477

distance 0.34

#8 · Laturcell 4810001171

distance 0.347 · cross-district

#9 · Hingolicell 4770001476

distance 0.349

#10 · Hingolicell 4770002071

distance 0.35

#11 · Hingolicell 4770001584

distance 0.35

#12 · Akolacell 4670000234

distance 0.35 · cross-district

#13 · Hingolicell 4770000436

distance 0.351

#14 · Yavatmalcell 5000002117

distance 0.352 · cross-district

#15 · Hingolicell 4770001363

distance 0.353

#16 · Beedcell 4700006636

distance 0.359 · cross-district

#17 · Washimcell 4990003139

distance 0.36 · cross-district

#18 · Beedcell 4700002187

distance 0.361 · 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":4770000832}}}'

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.