Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004481

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002153

distance 0.228 · cross-district

#2 · Nandedcell 4850004618

distance 0.244

#3 · Akolacell 4670002649

distance 0.256 · cross-district

#4 · Parbhanicell 4890003321

distance 0.261 · cross-district

#5 · Washimcell 4990003420

distance 0.264 · cross-district

#6 · Ahmednagarcell 4660013660

distance 0.274 · cross-district

#7 · Parbhanicell 4890001869

distance 0.276 · cross-district

#8 · Akolacell 4670000601

distance 0.278 · cross-district

#9 · Akolacell 4670001400

distance 0.279 · cross-district

#10 · Jalgaoncell 4780006038

distance 0.279 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004863

distance 0.28 · cross-district

#12 · Nandedcell 4850004462

distance 0.283

#13 · Yavatmalcell 5000003599

distance 0.285 · cross-district

#14 · Akolacell 4670003382

distance 0.288 · cross-district

#15 · Beedcell 4700002541

distance 0.289 · cross-district

#16 · Akolacell 4670001505

distance 0.292 · cross-district

#17 · Nandedcell 4850004553

distance 0.292

#18 · Jalgaoncell 4780005245

distance 0.298 · 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":4850004481}}}'

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.