Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004046

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

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007816

distance 0.249 · cross-district

#2 · Beedcell 4700005256

distance 0.282 · cross-district

#3 · Sanglicell 4930000130

distance 0.282 · cross-district

#4 · Nandedcell 4850004463

distance 0.285

#5 · Kolhapurcell 4800004601

distance 0.285 · cross-district

#6 · Laturcell 4810002578

distance 0.286 · cross-district

#7 · Nandedcell 4850005332

distance 0.292

#8 · Laturcell 4810001700

distance 0.295 · cross-district

#9 · Solapurcell 4960004894

distance 0.295 · cross-district

#10 · Laturcell 4810002652

distance 0.303 · cross-district

#11 · Nandedcell 4850005066

distance 0.304

#12 · Nandedcell 4850003610

distance 0.308

#13 · Chhatrapati Sambhajinagarcell 4690000504

distance 0.309 · cross-district

#14 · Laturcell 4810001570

distance 0.312 · cross-district

#15 · Ahmednagarcell 4660007514

distance 0.312 · cross-district

#16 · Beedcell 4700007501

distance 0.314 · cross-district

#17 · Kolhapurcell 4800005832

distance 0.315 · cross-district

#18 · Dharashivcell 4880000558

distance 0.315 · 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":4850004046}}}'

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.