Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002715

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

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004121

distance 0.338 · cross-district

#2 · Parbhanicell 4890000338

distance 0.34 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000500

distance 0.341 · cross-district

#4 · Nandedcell 4850001855

distance 0.345

#5 · Parbhanicell 4890001386

distance 0.35 · cross-district

#6 · Dharashivcell 4880002689

distance 0.351 · cross-district

#7 · Nandedcell 4850001908

distance 0.352

#8 · Dharashivcell 4880002574

distance 0.353 · cross-district

#9 · Beedcell 4700004292

distance 0.363 · cross-district

#10 · Jalnacell 4790000423

distance 0.365 · cross-district

#11 · Yavatmalcell 5000007059

distance 0.365 · cross-district

#12 · Dharashivcell 4880003388

distance 0.366 · cross-district

#13 · Laturcell 4810005732

distance 0.367 · cross-district

#14 · Laturcell 4810001807

distance 0.367 · cross-district

#15 · Ahmednagarcell 4660011440

distance 0.368 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000537

distance 0.37 · cross-district

#17 · Yavatmalcell 5000006931

distance 0.371 · cross-district

#18 · Beedcell 4700004118

distance 0.371 · 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":4850002715}}}'

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.