Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000010987
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 6 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.158
lower = more alike (weighted)
The twins, closest first
#1 · Nandedcell 4850000241
distance 0.158 · cross-district
#2 · Yavatmalcell 5000010891
distance 0.172
#3 · Washimcell 4990004103
distance 0.187 · cross-district
#4 · Yavatmalcell 5000010827
distance 0.188
#5 · Yavatmalcell 5000010547
distance 0.188
#6 · Washimcell 4990002260
distance 0.196 · cross-district
#7 · Beedcell 4700004312
distance 0.199 · cross-district
#8 · Jalgaoncell 4780005370
distance 0.201 · cross-district
#9 · Yavatmalcell 5000009837
distance 0.202
#10 · Washimcell 4990003593
distance 0.204 · cross-district
#11 · Yavatmalcell 5000009525
distance 0.208
#12 · Amravaticell 4680000278
distance 0.209 · cross-district
#13 · Washimcell 4990003792
distance 0.21 · cross-district
#14 · Jalgaoncell 4780004068
distance 0.211 · cross-district
#15 · Washimcell 4990002812
distance 0.212 · cross-district
#16 · Washimcell 4990002428
distance 0.212 · cross-district
#17 · Washimcell 4990003540
distance 0.213 · cross-district
#18 · Washimcell 4990001773
distance 0.214 · 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":5000010987}}}'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.