Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001130

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000454

distance 0.236

#2 · Laturcell 4810001427

distance 0.244 · cross-district

#3 · Nandedcell 4850001427

distance 0.254

#4 · Hingolicell 4770001654

distance 0.256 · cross-district

#5 · Beedcell 4700007345

distance 0.257 · cross-district

#6 · Amravaticell 4680000207

distance 0.26 · cross-district

#7 · Nandedcell 4850001177

distance 0.263

#8 · Nandedcell 4850006900

distance 0.264

#9 · Nandedcell 4850000324

distance 0.269

#10 · Laturcell 4810001327

distance 0.271 · cross-district

#11 · Beedcell 4700008599

distance 0.272 · cross-district

#12 · Akolacell 4670000783

distance 0.273 · cross-district

#13 · Buldhanacell 4720006856

distance 0.278 · cross-district

#14 · Parbhanicell 4890001871

distance 0.28 · cross-district

#15 · Chandrapurcell 4730002308

distance 0.282 · cross-district

#16 · Nandedcell 4850000767

distance 0.283

#17 · Hingolicell 4770000134

distance 0.287 · cross-district

#18 · Laturcell 4810001330

distance 0.289 · 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":4850001130}}}'

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.