Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008497

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

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008328

distance 0.212

#2 · Nandedcell 4850006111

distance 0.224

#3 · Nandedcell 4850008431

distance 0.23

#4 · Nandedcell 4850003277

distance 0.245

#5 · Nandedcell 4850008495

distance 0.248

#6 · Yavatmalcell 5000001622

distance 0.255 · cross-district

#7 · Nandedcell 4850007570

distance 0.256

#8 · Beedcell 4700004465

distance 0.271 · cross-district

#9 · Yavatmalcell 5000002533

distance 0.272 · cross-district

#10 · Nandedcell 4850006280

distance 0.272

#11 · Hingolicell 4770001073

distance 0.273 · cross-district

#12 · Yavatmalcell 5000001708

distance 0.274 · cross-district

#13 · Parbhanicell 4890000218

distance 0.275 · cross-district

#14 · Beedcell 4700007373

distance 0.276 · cross-district

#15 · Parbhanicell 4890000261

distance 0.278 · cross-district

#16 · Nandedcell 4850008754

distance 0.281

#17 · Nandedcell 4850004180

distance 0.281

#18 · Yavatmalcell 5000001711

distance 0.283 · 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":4850008497}}}'

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.