Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001473

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003083

distance 0.21

#2 · Nandedcell 4850001679

distance 0.242

#3 · Nandedcell 4850001274

distance 0.252

#4 · Nandedcell 4850005474

distance 0.255

#5 · Nandedcell 4850002721

distance 0.28

#6 · Nandedcell 4850003589

distance 0.294

#7 · Beedcell 4700001212

distance 0.295 · cross-district

#8 · Laturcell 4810001623

distance 0.299 · cross-district

#9 · Dharashivcell 4880003561

distance 0.303 · cross-district

#10 · Nandedcell 4850002716

distance 0.309

#11 · Laturcell 4810001303

distance 0.312 · cross-district

#12 · Beedcell 4700005158

distance 0.313 · cross-district

#13 · Laturcell 4810002143

distance 0.317 · cross-district

#14 · Nandedcell 4850001854

distance 0.317

#15 · Nandedcell 4850003152

distance 0.322

#16 · Laturcell 4810004493

distance 0.324 · cross-district

#17 · Laturcell 4810006078

distance 0.325 · cross-district

#18 · Nandedcell 4850005288

distance 0.325

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":4850001473}}}'

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.