Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001018

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680000213

distance 0.198 · cross-district

#2 · Parbhanicell 4890003882

distance 0.234 · cross-district

#3 · Chandrapurcell 4730002174

distance 0.243 · cross-district

#4 · Washimcell 4990004067

distance 0.244 · cross-district

#5 · Jalgaoncell 4780003785

distance 0.246 · cross-district

#6 · Washimcell 4990003779

distance 0.253 · cross-district

#7 · Nandedcell 4850001862

distance 0.256

#8 · Amravaticell 4680000175

distance 0.256 · cross-district

#9 · Amravaticell 4680000321

distance 0.257 · cross-district

#10 · Amravaticell 4680000274

distance 0.258 · cross-district

#11 · Washimcell 4990004305

distance 0.259 · cross-district

#12 · Akolacell 4670002184

distance 0.272 · cross-district

#13 · Nandedcell 4850000758

distance 0.273

#14 · Nandedcell 4850002734

distance 0.274

#15 · Yavatmalcell 5000011527

distance 0.274 · cross-district

#16 · Jalgaoncell 4780002631

distance 0.276 · cross-district

#17 · Jalgaoncell 4780005456

distance 0.284 · cross-district

#18 · Amravaticell 4680000150

distance 0.288 · 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":4850001018}}}'

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.