Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000001564
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
0.111
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000001894
distance 0.111
#2 · Yavatmalcell 5000001632
distance 0.118
#3 · Hingolicell 4770001010
distance 0.123 · cross-district
#4 · Hingolicell 4770001138
distance 0.124 · cross-district
#5 · Yavatmalcell 5000002000
distance 0.128
#6 · Yavatmalcell 5000002116
distance 0.128
#7 · Yavatmalcell 5000001228
distance 0.129
#8 · Hingolicell 4770000950
distance 0.136 · cross-district
#9 · Yavatmalcell 5000001177
distance 0.138
#10 · Yavatmalcell 5000001565
distance 0.139
#11 · Hingolicell 4770001134
distance 0.145 · cross-district
#12 · Yavatmalcell 5000001489
distance 0.145
#13 · Yavatmalcell 5000002501
distance 0.145
#14 · Yavatmalcell 5000001284
distance 0.146
#15 · Hingolicell 4770000949
distance 0.146 · cross-district
#16 · Hingolicell 4770001416
distance 0.147 · cross-district
#17 · Hingolicell 4770000890
distance 0.149 · cross-district
#18 · Hingolicell 4770001478
distance 0.15 · 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":5000001564}}}'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.