Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005491

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.32

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007259

distance 0.32

#2 · Washimcell 4990002131

distance 0.328 · cross-district

#3 · Nandedcell 4850002290

distance 0.334

#4 · Jalgaoncell 4780005585

distance 0.336 · cross-district

#5 · Nandedcell 4850004246

distance 0.343

#6 · Nandedcell 4850004223

distance 0.344

#7 · Chhatrapati Sambhajinagarcell 4690003554

distance 0.345 · cross-district

#8 · Jalgaoncell 4780005330

distance 0.346 · cross-district

#9 · Yavatmalcell 5000000986

distance 0.349 · cross-district

#10 · Nandedcell 4850002132

distance 0.349

#11 · Nandedcell 4850007689

distance 0.352

#12 · Chhatrapati Sambhajinagarcell 4690006181

distance 0.356 · cross-district

#13 · Yavatmalcell 5000002375

distance 0.358 · cross-district

#14 · Nandedcell 4850007137

distance 0.358

#15 · Ahmednagarcell 4660014376

distance 0.359 · cross-district

#16 · Nandedcell 4850005789

distance 0.359

#17 · Ahmednagarcell 4660000616

distance 0.359 · cross-district

#18 · Beedcell 4700004923

distance 0.359 · 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":4850005491}}}'

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.