Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003617

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001512

distance 0.242 · cross-district

#2 · Nandedcell 4850003936

distance 0.248

#3 · Nandedcell 4850004631

distance 0.253

#4 · Chhatrapati Sambhajinagarcell 4690003055

distance 0.254 · cross-district

#5 · Nandedcell 4850002662

distance 0.258

#6 · Chhatrapati Sambhajinagarcell 4690001467

distance 0.265 · cross-district

#7 · Ahmednagarcell 4660013351

distance 0.266 · cross-district

#8 · Ahmednagarcell 4660013128

distance 0.268 · cross-district

#9 · Yavatmalcell 5000002037

distance 0.268 · cross-district

#10 · Chandrapurcell 4730000468

distance 0.269 · cross-district

#11 · Ahmednagarcell 4660013350

distance 0.271 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003050

distance 0.271 · cross-district

#13 · Nandedcell 4850003621

distance 0.272

#14 · Punecell 4900001566

distance 0.272 · cross-district

#15 · Ahmednagarcell 4660013657

distance 0.274 · cross-district

#16 · Ahmednagarcell 4660000681

distance 0.275 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003369

distance 0.277 · cross-district

#18 · Solapurcell 4960008974

distance 0.277 · 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":4850003617}}}'

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.