Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003753

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003842

distance 0.208

#2 · Hingolicell 4770000254

distance 0.215 · cross-district

#3 · Nandedcell 4850001600

distance 0.229

#4 · Nandedcell 4850003598

distance 0.23

#5 · Nandedcell 4850002139

distance 0.233

#6 · Beedcell 4700008959

distance 0.24 · cross-district

#7 · Hingolicell 4770000502

distance 0.24 · cross-district

#8 · Parbhanicell 4890000477

distance 0.241 · cross-district

#9 · Nandedcell 4850003064

distance 0.243

#10 · Chhatrapati Sambhajinagarcell 4690005397

distance 0.254 · cross-district

#11 · Washimcell 4990002934

distance 0.255 · cross-district

#12 · Parbhanicell 4890000267

distance 0.257 · cross-district

#13 · Nandedcell 4850001387

distance 0.257

#14 · Yavatmalcell 5000003633

distance 0.258 · cross-district

#15 · Nandedcell 4850002987

distance 0.258

#16 · Nandedcell 4850001205

distance 0.261

#17 · Buldhanacell 4720002552

distance 0.262 · cross-district

#18 · Nandedcell 4850001984

distance 0.262

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":4850003753}}}'

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.