Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000172

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

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000642

distance 0.183

#2 · Nandedcell 4850002662

distance 0.187

#3 · Nandedcell 4850000254

distance 0.196

#4 · Nandedcell 4850000745

distance 0.196

#5 · Nandedcell 4850001005

distance 0.196

#6 · Nandedcell 4850000807

distance 0.197

#7 · Nandedcell 4850001651

distance 0.2

#8 · Beedcell 4700001019

distance 0.209 · cross-district

#9 · Nandedcell 4850000397

distance 0.21

#10 · Nandedcell 4850007333

distance 0.211

#11 · Beedcell 4700004134

distance 0.211 · cross-district

#12 · Nandedcell 4850000946

distance 0.215

#13 · Washimcell 4990002699

distance 0.218 · cross-district

#14 · Jalnacell 4790000354

distance 0.224 · cross-district

#15 · Beedcell 4700004654

distance 0.225 · cross-district

#16 · Chandrapurcell 4730001328

distance 0.226 · cross-district

#17 · Dharashivcell 4880005837

distance 0.23 · cross-district

#18 · Yavatmalcell 5000010730

distance 0.23 · 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":4850000172}}}'

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.