Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000001833
The MH-36 locality cells most similar to this Yavatmal 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
0.242
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000006738
distance 0.242
#2 · Chandrapurcell 4730004128
distance 0.271 · cross-district
#3 · Chandrapurcell 4730003218
distance 0.282 · cross-district
#4 · Yavatmalcell 5000000752
distance 0.311
#5 · Chandrapurcell 4730002838
distance 0.313 · cross-district
#6 · Chandrapurcell 4730002442
distance 0.315 · cross-district
#7 · Yavatmalcell 5000010764
distance 0.318
#8 · Chandrapurcell 4730002982
distance 0.319 · cross-district
#9 · Nandedcell 4850001944
distance 0.322 · cross-district
#10 · Amravaticell 4680005535
distance 0.324 · cross-district
#11 · Amravaticell 4680006901
distance 0.332 · cross-district
#12 · Kolhapurcell 4800004163
distance 0.333 · cross-district
#13 · Gadchirolicell 4750008331
distance 0.333 · cross-district
#14 · Solapurcell 4960006909
distance 0.335 · cross-district
#15 · Chandrapurcell 4730007519
distance 0.335 · cross-district
#16 · Akolacell 4670004242
distance 0.336 · cross-district
#17 · Chandrapurcell 4730003060
distance 0.337 · cross-district
#18 · Chhatrapati Sambhajinagarcell 4690001446
distance 0.338 · 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":500,"cluster_id":5000001833}}}'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.