Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000736

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000395

distance 0.169

#2 · Nandedcell 4850000276

distance 0.179

#3 · Washimcell 4990003017

distance 0.193 · cross-district

#4 · Washimcell 4990002415

distance 0.222 · cross-district

#5 · Jalgaoncell 4780003811

distance 0.223 · cross-district

#6 · Nandedcell 4850003351

distance 0.223

#7 · Nandedcell 4850000805

distance 0.225

#8 · Jalgaoncell 4780003803

distance 0.225 · cross-district

#9 · Nandedcell 4850002659

distance 0.231

#10 · Yavatmalcell 5000003287

distance 0.231 · cross-district

#11 · Beedcell 4700000076

distance 0.232 · cross-district

#12 · Washimcell 4990003958

distance 0.233 · cross-district

#13 · Nandedcell 4850003595

distance 0.233

#14 · Beedcell 4700002055

distance 0.235 · cross-district

#15 · Washimcell 4990003302

distance 0.238 · cross-district

#16 · Nandedcell 4850000576

distance 0.239

#17 · Laturcell 4810002408

distance 0.24 · cross-district

#18 · Laturcell 4810002791

distance 0.24 · 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":4850000736}}}'

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.