Bhārata Strata · Maharashtra · Nanded · morphological twins
Places like cell 4850002499
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 9 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.251
lower = more alike (weighted)
The twins, closest first
#1 · Nashikcell 4870012334
distance 0.251 · cross-district
#2 · Jalnacell 4790001335
distance 0.275 · cross-district
#3 · Beedcell 4700002353
distance 0.284 · cross-district
#4 · Jalnacell 4790003043
distance 0.311 · cross-district
#5 · Dharashivcell 4880001506
distance 0.313 · cross-district
#6 · Nashikcell 4870011922
distance 0.316 · cross-district
#7 · Jalnacell 4790003121
distance 0.317 · cross-district
#8 · Sanglicell 4930003109
distance 0.318 · cross-district
#9 · Buldhanacell 4720000056
distance 0.322 · cross-district
#10 · Nandedcell 4850002588
distance 0.323
#11 · Jalnacell 4790003457
distance 0.327 · cross-district
#12 · Solapurcell 4960011193
distance 0.333 · cross-district
#13 · Beedcell 4700007890
distance 0.334 · cross-district
#14 · Laturcell 4810002786
distance 0.339 · cross-district
#15 · Nandedcell 4850004461
distance 0.341
#16 · Nandedcell 4850001298
distance 0.342
#17 · Laturcell 4810002765
distance 0.342 · cross-district
#18 · Laturcell 4810002679
distance 0.343 · 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":4850002499}}}'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.