Bhārata Strata · Maharashtra · Dhule · morphological twins
Places like cell 4740001079
The MH-36 locality cells most similar to this Dhule 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
0.339
lower = more alike (weighted)
The twins, closest first
#1 · Chhatrapati Sambhajinagarcell 4690001316
distance 0.339 · cross-district
#2 · Parbhanicell 4890002761
distance 0.343 · cross-district
#3 · Dhulecell 4740005172
distance 0.364
#4 · Yavatmalcell 5000002937
distance 0.365 · cross-district
#5 · Kolhapurcell 4800004020
distance 0.369 · cross-district
#6 · Kolhapurcell 4800004335
distance 0.379 · cross-district
#7 · Dhulecell 4740001183
distance 0.387
#8 · Amravaticell 4680005509
distance 0.392 · cross-district
#9 · Buldhanacell 4720000816
distance 0.392 · cross-district
#10 · Kolhapurcell 4800004529
distance 0.393 · cross-district
#11 · Kolhapurcell 4800004170
distance 0.398 · cross-district
#12 · Sanglicell 4930000399
distance 0.398 · cross-district
#13 · Solapurcell 4960005362
distance 0.402 · cross-district
#14 · Yavatmalcell 5000009989
distance 0.402 · cross-district
#15 · Laturcell 4810003366
distance 0.402 · cross-district
#16 · Jalnacell 4790003959
distance 0.405 · cross-district
#17 · Beedcell 4700003290
distance 0.408 · cross-district
#18 · Nashikcell 4870010973
distance 0.409 · 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":474,"cluster_id":4740001079}}}'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.