Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001004

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

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000681

distance 0.192 · cross-district

#2 · Beedcell 4700007454

distance 0.206 · cross-district

#3 · Dharashivcell 4880000937

distance 0.215 · cross-district

#4 · Nandedcell 4850002047

distance 0.218

#5 · Beedcell 4700004292

distance 0.225 · cross-district

#6 · Dharashivcell 4880000932

distance 0.228 · cross-district

#7 · Nandedcell 4850000347

distance 0.228

#8 · Jalgaoncell 4780002355

distance 0.233 · cross-district

#9 · Dharashivcell 4880001461

distance 0.234 · cross-district

#10 · Jalnacell 4790001416

distance 0.234 · cross-district

#11 · Jalnacell 4790001646

distance 0.238 · cross-district

#12 · Jalnacell 4790001091

distance 0.239 · cross-district

#13 · Dharashivcell 4880000968

distance 0.239 · cross-district

#14 · Beedcell 4700008392

distance 0.239 · cross-district

#15 · Washimcell 4990003029

distance 0.242 · cross-district

#16 · Nandedcell 4850003203

distance 0.243

#17 · Beedcell 4700007269

distance 0.243 · cross-district

#18 · Beedcell 4700007354

distance 0.246 · 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":4850001004}}}'

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.