Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008481

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008480

distance 0.165

#2 · Nandedcell 4850008495

distance 0.234

#3 · Yavatmalcell 5000001467

distance 0.238 · cross-district

#4 · Yavatmalcell 5000000511

distance 0.24 · cross-district

#5 · Yavatmalcell 5000000985

distance 0.258 · cross-district

#6 · Beedcell 4700008005

distance 0.259 · cross-district

#7 · Nandedcell 4850008650

distance 0.259

#8 · Yavatmalcell 5000001354

distance 0.261 · cross-district

#9 · Nandedcell 4850008431

distance 0.262

#10 · Nandedcell 4850007762

distance 0.268

#11 · Yavatmalcell 5000002533

distance 0.271 · cross-district

#12 · Yavatmalcell 5000002796

distance 0.272 · cross-district

#13 · Yavatmalcell 5000001783

distance 0.272 · cross-district

#14 · Nandedcell 4850007644

distance 0.274

#15 · Yavatmalcell 5000001339

distance 0.276 · cross-district

#16 · Nandedcell 4850003614

distance 0.277

#17 · Nandedcell 4850007486

distance 0.278

#18 · Yavatmalcell 5000000242

distance 0.278 · 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":4850008481}}}'

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.