Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004413

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004485

distance 0.156

#2 · Nandedcell 4850004200

distance 0.178

#3 · Nandedcell 4850004284

distance 0.236

#4 · Akolacell 4670001945

distance 0.245 · cross-district

#5 · Laturcell 4810002969

distance 0.25 · cross-district

#6 · Nandedcell 4850003930

distance 0.251

#7 · Parbhanicell 4890003077

distance 0.255 · cross-district

#8 · Nashikcell 4870002875

distance 0.272 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000845

distance 0.278 · cross-district

#10 · Punecell 4900000949

distance 0.28 · cross-district

#11 · Punecell 4900001897

distance 0.283 · cross-district

#12 · Nandedcell 4850004623

distance 0.284

#13 · Jalgaoncell 4780007253

distance 0.287 · cross-district

#14 · Laturcell 4810004883

distance 0.29 · cross-district

#15 · Nandedcell 4850004476

distance 0.292

#16 · Chhatrapati Sambhajinagarcell 4690001071

distance 0.295 · cross-district

#17 · Solapurcell 4960008687

distance 0.301 · cross-district

#18 · Laturcell 4810003071

distance 0.303 · 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":4850004413}}}'

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.