Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000010892
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 5 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.181
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000010467
distance 0.181
#2 · Nandedcell 4850000482
distance 0.183 · cross-district
#3 · Washimcell 4990001507
distance 0.196 · cross-district
#4 · Beedcell 4700004310
distance 0.197 · cross-district
#5 · Yavatmalcell 5000011211
distance 0.199
#6 · Yavatmalcell 5000010733
distance 0.208
#7 · Washimcell 4990001219
distance 0.214 · cross-district
#8 · Amravaticell 4680002498
distance 0.214 · cross-district
#9 · Nandedcell 4850000432
distance 0.216 · cross-district
#10 · Nandedcell 4850000706
distance 0.217 · cross-district
#11 · Washimcell 4990002647
distance 0.217 · cross-district
#12 · Washimcell 4990002828
distance 0.219 · cross-district
#13 · Yavatmalcell 5000009859
distance 0.219
#14 · Washimcell 4990004076
distance 0.221 · cross-district
#15 · Yavatmalcell 5000011063
distance 0.222
#16 · Yavatmalcell 5000009721
distance 0.222
#17 · Washimcell 4990001804
distance 0.222 · cross-district
#18 · Nandedcell 4850000176
distance 0.223 · 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":5000010892}}}'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.