Bhārata Strata · Maharashtra · Nanded · morphological twins
Places like cell 4850004738
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 13 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.385
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730003116
distance 0.385 · cross-district
#2 · Chandrapurcell 4730003183
distance 0.387 · cross-district
#3 · Laturcell 4810003114
distance 0.436 · cross-district
#4 · Kolhapurcell 4800004330
distance 0.444 · cross-district
#5 · Chandrapurcell 4730003097
distance 0.464 · cross-district
#6 · Dharashivcell 4880006012
distance 0.48 · cross-district
#7 · Chandrapurcell 4730003317
distance 0.482 · cross-district
#8 · Beedcell 4700002557
distance 0.487 · cross-district
#9 · Akolacell 4670002230
distance 0.491 · cross-district
#10 · Nashikcell 4870011099
distance 0.492 · cross-district
#11 · Chandrapurcell 4730004415
distance 0.495 · cross-district
#12 · Washimcell 4990001308
distance 0.508 · cross-district
#13 · Yavatmalcell 5000005652
distance 0.513 · cross-district
#14 · Beedcell 4700005257
distance 0.513 · cross-district
#15 · Wardhacell 4980002640
distance 0.521 · cross-district
#16 · Sanglicell 4930000013
distance 0.522 · cross-district
#17 · Nagpurcell 4840004075
distance 0.526 · cross-district
#18 · Chhatrapati Sambhajinagarcell 4690002892
distance 0.527 · 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":4850004738}}}'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.