Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003935

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004074

distance 0.16

#2 · Nandedcell 4850003118

distance 0.191

#3 · Nandedcell 4850003464

distance 0.2

#4 · Nandedcell 4850004274

distance 0.212

#5 · Nandedcell 4850002465

distance 0.228

#6 · Chandrapurcell 4730001651

distance 0.23 · cross-district

#7 · Nandedcell 4850000028

distance 0.231

#8 · Nandedcell 4850003294

distance 0.235

#9 · Nashikcell 4870003973

distance 0.238 · cross-district

#10 · Washimcell 4990000667

distance 0.239 · cross-district

#11 · Nandedcell 4850004217

distance 0.24

#12 · Nandedcell 4850002386

distance 0.244

#13 · Chandrapurcell 4730001558

distance 0.245 · cross-district

#14 · Nashikcell 4870004411

distance 0.245 · cross-district

#15 · Punecell 4900001454

distance 0.246 · cross-district

#16 · Nandedcell 4850002212

distance 0.248

#17 · Jalnacell 4790000004

distance 0.251 · cross-district

#18 · Sataracell 4940006387

distance 0.253 · 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":4850003935}}}'

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.