Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004193

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004247

distance 0.186

#2 · Nandedcell 4850004926

distance 0.203

#3 · Kolhapurcell 4800004863

distance 0.222 · cross-district

#4 · Dharashivcell 4880003761

distance 0.225 · cross-district

#5 · Nandedcell 4850004409

distance 0.231

#6 · Nandedcell 4850005268

distance 0.235

#7 · Dharashivcell 4880004130

distance 0.237 · cross-district

#8 · Beedcell 4700004971

distance 0.238 · cross-district

#9 · Nandedcell 4850006699

distance 0.242

#10 · Nandedcell 4850006915

distance 0.243

#11 · Nandedcell 4850004188

distance 0.244

#12 · Nandedcell 4850004392

distance 0.245

#13 · Buldhanacell 4720002619

distance 0.247 · cross-district

#14 · Ahmednagarcell 4660011092

distance 0.25 · cross-district

#15 · Washimcell 4990002055

distance 0.252 · cross-district

#16 · Yavatmalcell 5000003780

distance 0.252 · cross-district

#17 · Yavatmalcell 5000000104

distance 0.252 · cross-district

#18 · Laturcell 4810002531

distance 0.252 · 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":4850004193}}}'

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.