Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004196

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002304

distance 0.169

#2 · Nandedcell 4850002669

distance 0.179

#3 · Nandedcell 4850002481

distance 0.186

#4 · Hingolicell 4770000297

distance 0.191 · cross-district

#5 · Nandedcell 4850003347

distance 0.196

#6 · Buldhanacell 4720001658

distance 0.202 · cross-district

#7 · Nandedcell 4850006692

distance 0.207

#8 · Nandedcell 4850003067

distance 0.208

#9 · Nandedcell 4850002909

distance 0.208

#10 · Beedcell 4700007414

distance 0.213 · cross-district

#11 · Nandedcell 4850002390

distance 0.214

#12 · Nandedcell 4850001397

distance 0.215

#13 · Nandedcell 4850006612

distance 0.215

#14 · Nandedcell 4850006613

distance 0.219

#15 · Nandedcell 4850003262

distance 0.22

#16 · Nandedcell 4850003671

distance 0.224

#17 · Nandedcell 4850003911

distance 0.224

#18 · Nandedcell 4850003003

distance 0.225

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":4850004196}}}'

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.