Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000002313
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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.148
lower = more alike (weighted)
The twins, closest first
#1 · Chandrapurcell 4730001011
distance 0.148 · cross-district
#2 · Yavatmalcell 5000001755
distance 0.153
#3 · Yavatmalcell 5000002473
distance 0.165
#4 · Chandrapurcell 4730001473
distance 0.172 · cross-district
#5 · Chandrapurcell 4730001292
distance 0.176 · cross-district
#6 · Yavatmalcell 5000001836
distance 0.184
#7 · Chandrapurcell 4730001571
distance 0.187 · cross-district
#8 · Yavatmalcell 5000001750
distance 0.187
#9 · Yavatmalcell 5000001536
distance 0.187
#10 · Yavatmalcell 5000002336
distance 0.189
#11 · Yavatmalcell 5000001749
distance 0.191
#12 · Yavatmalcell 5000001756
distance 0.191
#13 · Yavatmalcell 5000001678
distance 0.199
#14 · Yavatmalcell 5000001610
distance 0.2
#15 · Chandrapurcell 4730002429
distance 0.202 · cross-district
#16 · Yavatmalcell 5000001933
distance 0.204
#17 · Yavatmalcell 5000001945
distance 0.205
#18 · Chandrapurcell 4730002699
distance 0.205 · 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":5000002313}}}'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.