Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000010069
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 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.106
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000011207
distance 0.106
#2 · Yavatmalcell 5000011390
distance 0.115
#3 · Yavatmalcell 5000011429
distance 0.119
#4 · Yavatmalcell 5000011430
distance 0.123
#5 · Washimcell 4990003907
distance 0.125 · cross-district
#6 · Yavatmalcell 5000011342
distance 0.126
#7 · Amravaticell 4680000055
distance 0.129 · cross-district
#8 · Nagpurcell 4840000558
distance 0.132 · cross-district
#9 · Nagpurcell 4840000499
distance 0.134 · cross-district
#10 · Washimcell 4990003822
distance 0.135 · cross-district
#11 · Yavatmalcell 5000010073
distance 0.135
#12 · Yavatmalcell 5000009749
distance 0.135
#13 · Yavatmalcell 5000009963
distance 0.136
#14 · Amravaticell 4680001016
distance 0.139 · cross-district
#15 · Nagpurcell 4840001446
distance 0.141 · cross-district
#16 · Yavatmalcell 5000010466
distance 0.144
#17 · Yavatmalcell 5000011057
distance 0.145
#18 · Washimcell 4990004180
distance 0.147 · 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":5000010069}}}'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.