Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001351

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

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002792

distance 0.254 · cross-district

#2 · Yavatmalcell 5000009609

distance 0.261 · cross-district

#3 · Washimcell 4990002066

distance 0.264 · cross-district

#4 · Chandrapurcell 4730001652

distance 0.269 · cross-district

#5 · Nandedcell 4850000237

distance 0.271

#6 · Nandedcell 4850000066

distance 0.271

#7 · Yavatmalcell 5000009610

distance 0.274 · cross-district

#8 · Laturcell 4810001329

distance 0.278 · cross-district

#9 · Yavatmalcell 5000003808

distance 0.28 · cross-district

#10 · Nandedcell 4850002601

distance 0.285

#11 · Nandedcell 4850001787

distance 0.286

#12 · Dhulecell 4740000048

distance 0.287 · cross-district

#13 · Chandrapurcell 4730001982

distance 0.29 · cross-district

#14 · Nandedcell 4850001471

distance 0.291

#15 · Akolacell 4670002669

distance 0.292 · cross-district

#16 · Nandedcell 4850002461

distance 0.293

#17 · Amravaticell 4680000675

distance 0.294 · cross-district

#18 · Jalgaoncell 4780006181

distance 0.297 · 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":4850001351}}}'

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.