Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003861

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003860

distance 0.092

#2 · Nandedcell 4850004345

distance 0.126

#3 · Nandedcell 4850004220

distance 0.186

#4 · Parbhanicell 4890001709

distance 0.23 · cross-district

#5 · Nandedcell 4850004208

distance 0.235

#6 · Nandedcell 4850003394

distance 0.246

#7 · Nandedcell 4850000020

distance 0.249

#8 · Punecell 4900004190

distance 0.25 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000780

distance 0.253 · cross-district

#10 · Nandedcell 4850003476

distance 0.256

#11 · Punecell 4900002213

distance 0.256 · cross-district

#12 · Punecell 4900002059

distance 0.262 · cross-district

#13 · Punecell 4900002950

distance 0.265 · cross-district

#14 · Nandedcell 4850004207

distance 0.265

#15 · Akolacell 4670000527

distance 0.266 · cross-district

#16 · Nandedcell 4850003396

distance 0.269

#17 · Jalgaoncell 4780003708

distance 0.269 · cross-district

#18 · Nandedcell 4850003999

distance 0.269

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":4850003861}}}'

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.