Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006816

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010573

distance 0.205 · cross-district

#2 · Yavatmalcell 5000001189

distance 0.207 · cross-district

#3 · Gadchirolicell 4750003652

distance 0.22 · cross-district

#4 · Yavatmalcell 5000001126

distance 0.222 · cross-district

#5 · Nandedcell 4850004562

distance 0.228

#6 · Nandedcell 4850006819

distance 0.228

#7 · Nandedcell 4850006815

distance 0.231

#8 · Yavatmalcell 5000001792

distance 0.231 · cross-district

#9 · Nandedcell 4850006817

distance 0.237

#10 · Nandedcell 4850000743

distance 0.24

#11 · Hingolicell 4770001473

distance 0.24 · cross-district

#12 · Nandedcell 4850007262

distance 0.244

#13 · Gadchirolicell 4750006734

distance 0.248 · cross-district

#14 · Beedcell 4700004103

distance 0.252 · cross-district

#15 · Nandedcell 4850007263

distance 0.253

#16 · Yavatmalcell 5000001444

distance 0.257 · cross-district

#17 · Gadchirolicell 4750005403

distance 0.257 · cross-district

#18 · Gadchirolicell 4750005315

distance 0.257 · 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":4850006816}}}'

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.