Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004115

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005448

distance 0.209 · cross-district

#2 · Parbhanicell 4890000891

distance 0.264 · cross-district

#3 · Beedcell 4700001185

distance 0.265 · cross-district

#4 · Nandedcell 4850004869

distance 0.266

#5 · Nandedcell 4850005857

distance 0.311

#6 · Beedcell 4700001917

distance 0.311 · cross-district

#7 · Nagpurcell 4840001292

distance 0.313 · cross-district

#8 · Gadchirolicell 4750005014

distance 0.314 · cross-district

#9 · Beedcell 4700000527

distance 0.32 · cross-district

#10 · Nandedcell 4850006005

distance 0.323

#11 · Washimcell 4990001106

distance 0.327 · cross-district

#12 · Dhulecell 4740001257

distance 0.328 · cross-district

#13 · Ahmednagarcell 4660013992

distance 0.328 · cross-district

#14 · Solapurcell 4960010339

distance 0.328 · cross-district

#15 · Chandrapurcell 4730003245

distance 0.342 · cross-district

#16 · Beedcell 4700007587

distance 0.344 · cross-district

#17 · Laturcell 4810003236

distance 0.344 · cross-district

#18 · Laturcell 4810000357

distance 0.348 · 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":4850004115}}}'

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.