Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000011235
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
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.151
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000010713
distance 0.151
#2 · Yavatmalcell 5000010691
distance 0.173
#3 · Yavatmalcell 5000011169
distance 0.205
#4 · Chandrapurcell 4730004991
distance 0.215 · cross-district
#5 · Yavatmalcell 5000002702
distance 0.216
#6 · Yavatmalcell 5000011238
distance 0.22
#7 · Chandrapurcell 4730007950
distance 0.223 · cross-district
#8 · Nagpurcell 4840003052
distance 0.231 · cross-district
#9 · Nandedcell 4850008995
distance 0.232 · cross-district
#10 · Wardhacell 4980003233
distance 0.232 · cross-district
#11 · Yavatmalcell 5000011367
distance 0.235
#12 · Yavatmalcell 5000011055
distance 0.237
#13 · Yavatmalcell 5000007120
distance 0.24
#14 · Yavatmalcell 5000009811
distance 0.241
#15 · Wardhacell 4980002795
distance 0.254 · cross-district
#16 · Yavatmalcell 5000010506
distance 0.256
#17 · Yavatmalcell 5000011300
distance 0.257
#18 · Parbhanicell 4890004573
distance 0.259 · 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":5000011235}}}'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.