Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006923

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

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001909

distance 0.286 · cross-district

#2 · Nandedcell 4850007541

distance 0.323

#3 · Yavatmalcell 5000001205

distance 0.333 · cross-district

#4 · Yavatmalcell 5000001314

distance 0.336 · cross-district

#5 · Nandedcell 4850007649

distance 0.339

#6 · Yavatmalcell 5000006003

distance 0.34 · cross-district

#7 · Nandedcell 4850008480

distance 0.344

#8 · Yavatmalcell 5000002253

distance 0.347 · cross-district

#9 · Jalgaoncell 4780003041

distance 0.348 · cross-district

#10 · Yavatmalcell 5000001896

distance 0.348 · cross-district

#11 · Nandedcell 4850002666

distance 0.351

#12 · Dharashivcell 4880002313

distance 0.352 · cross-district

#13 · Nandedcell 4850003658

distance 0.355

#14 · Nandedcell 4850007858

distance 0.357

#15 · Nandedcell 4850007681

distance 0.36

#16 · Nandedcell 4850007672

distance 0.363

#17 · Hingolicell 4770000550

distance 0.363 · cross-district

#18 · Yavatmalcell 5000005023

distance 0.364 · 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":4850006923}}}'

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.