Bhārata Strata · Maharashtra · Nanded · morphological twins
Places like cell 4850005339
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
18
across 7 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.212
lower = more alike (weighted)
The twins, closest first
#1 · Nandedcell 4850001839
distance 0.212
#2 · Nandedcell 4850001891
distance 0.23
#3 · Nandedcell 4850002794
distance 0.247
#4 · Nandedcell 4850003255
distance 0.257
#5 · Beedcell 4700007966
distance 0.26 · cross-district
#6 · Nandedcell 4850002973
distance 0.271
#7 · Washimcell 4990003203
distance 0.277 · cross-district
#8 · Nandedcell 4850000741
distance 0.286
#9 · Washimcell 4990003361
distance 0.291 · cross-district
#10 · Nashikcell 4870006504
distance 0.292 · cross-district
#11 · Beedcell 4700001704
distance 0.299 · cross-district
#12 · Washimcell 4990002882
distance 0.299 · cross-district
#13 · Nandedcell 4850001046
distance 0.301
#14 · Chhatrapati Sambhajinagarcell 4690001925
distance 0.305 · cross-district
#15 · Yavatmalcell 5000000870
distance 0.306 · cross-district
#16 · Yavatmalcell 5000005031
distance 0.306 · cross-district
#17 · Nandedcell 4850001132
distance 0.307
#18 · Ahmednagarcell 4660002216
distance 0.307 · 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":4850005339}}}'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.