Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000722

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002550

distance 0.204 · cross-district

#2 · Nashikcell 4870011710

distance 0.229 · cross-district

#3 · Beedcell 4700006512

distance 0.245 · cross-district

#4 · Nandedcell 4850000682

distance 0.248

#5 · Ahmednagarcell 4660003696

distance 0.252 · cross-district

#6 · Beedcell 4700005286

distance 0.252 · cross-district

#7 · Laturcell 4810000202

distance 0.256 · cross-district

#8 · Ahmednagarcell 4660005792

distance 0.264 · cross-district

#9 · Parbhanicell 4890000680

distance 0.265 · cross-district

#10 · Ahmednagarcell 4660001661

distance 0.271 · cross-district

#11 · Nandedcell 4850003293

distance 0.271

#12 · Ahmednagarcell 4660002573

distance 0.274 · cross-district

#13 · Ahmednagarcell 4660005788

distance 0.275 · cross-district

#14 · Dhulecell 4740000621

distance 0.276 · cross-district

#15 · Jalnacell 4790000490

distance 0.277 · cross-district

#16 · Ahmednagarcell 4660008870

distance 0.278 · cross-district

#17 · Beedcell 4700006372

distance 0.28 · cross-district

#18 · Parbhanicell 4890000738

distance 0.28 · 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":4850000722}}}'

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.