Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008015

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007989

distance 0.199

#2 · Nandedcell 4850007940

distance 0.212

#3 · Hingolicell 4770000651

distance 0.217 · cross-district

#4 · Hingolicell 4770001671

distance 0.238 · cross-district

#5 · Yavatmalcell 5000005358

distance 0.242 · cross-district

#6 · Yavatmalcell 5000002015

distance 0.246 · cross-district

#7 · Nandedcell 4850008086

distance 0.247

#8 · Nandedcell 4850007825

distance 0.248

#9 · Yavatmalcell 5000002385

distance 0.249 · cross-district

#10 · Nandedcell 4850003455

distance 0.249

#11 · Hingolicell 4770000752

distance 0.253 · cross-district

#12 · Yavatmalcell 5000001067

distance 0.256 · cross-district

#13 · Yavatmalcell 5000001130

distance 0.258 · cross-district

#14 · Yavatmalcell 5000004839

distance 0.259 · cross-district

#15 · Yavatmalcell 5000001559

distance 0.26 · cross-district

#16 · Yavatmalcell 5000004302

distance 0.262 · cross-district

#17 · Washimcell 4990000897

distance 0.265 · cross-district

#18 · Yavatmalcell 5000005548

distance 0.266 · 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":4850008015}}}'

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.