Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006596

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850006893

distance 0.177

#2 · Nandedcell 4850006819

distance 0.18

#3 · Hingolicell 4770001008

distance 0.225 · cross-district

#4 · Yavatmalcell 5000001136

distance 0.249 · cross-district

#5 · Yavatmalcell 5000001137

distance 0.252 · cross-district

#6 · Nandedcell 4850003696

distance 0.254

#7 · Chandrapurcell 4730000854

distance 0.261 · cross-district

#8 · Gadchirolicell 4750006101

distance 0.262 · cross-district

#9 · Gadchirolicell 4750003389

distance 0.269 · cross-district

#10 · Gadchirolicell 4750005903

distance 0.269 · cross-district

#11 · Hingolicell 4770000575

distance 0.27 · cross-district

#12 · Nandedcell 4850004212

distance 0.271

#13 · Yavatmalcell 5000000669

distance 0.272 · cross-district

#14 · Yavatmalcell 5000001921

distance 0.272 · cross-district

#15 · Yavatmalcell 5000001340

distance 0.273 · cross-district

#16 · Nandedcell 4850000283

distance 0.276

#17 · Nandedcell 4850006275

distance 0.278

#18 · Nandedcell 4850004138

distance 0.278

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":4850006596}}}'

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.