Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000002197
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
44
morphology-v2 feature dimensions
Closest twin distance
0.02
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000002077
distance 0.02
#2 · Yavatmalcell 5000002076
distance 0.077
#3 · Yavatmalcell 5000001958
distance 0.099
#4 · Yavatmalcell 5000002207
distance 0.11
#5 · Yavatmalcell 5000002088
distance 0.115
#6 · Chandrapurcell 4730004538
distance 0.125 · cross-district
#7 · Yavatmalcell 5000002087
distance 0.132
#8 · Yavatmalcell 5000002208
distance 0.137
#9 · Chandrapurcell 4730004059
distance 0.142 · cross-district
#10 · Chandrapurcell 4730004435
distance 0.142 · cross-district
#11 · Chandrapurcell 4730004061
distance 0.143 · cross-district
#12 · Chandrapurcell 4730004346
distance 0.144 · cross-district
#13 · Chandrapurcell 4730004249
distance 0.145 · cross-district
#14 · Yavatmalcell 5000002206
distance 0.147
#15 · Chandrapurcell 4730005017
distance 0.148 · cross-district
#16 · Chandrapurcell 4730004831
distance 0.148 · cross-district
#17 · Yavatmalcell 5000002329
distance 0.148
#18 · Chandrapurcell 4730004923
distance 0.149 · 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":5000002197}}}'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.