Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000009529
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
0.129
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000007733
distance 0.129
#2 · Yavatmalcell 5000009635
distance 0.161
#3 · Yavatmalcell 5000009186
distance 0.168
#4 · Yavatmalcell 5000008113
distance 0.171
#5 · Yavatmalcell 5000006821
distance 0.176
#6 · Yavatmalcell 5000007336
distance 0.177
#7 · Yavatmalcell 5000010178
distance 0.178
#8 · Yavatmalcell 5000010560
distance 0.178
#9 · Chandrapurcell 4730003582
distance 0.18 · cross-district
#10 · Gadchirolicell 4750007731
distance 0.185 · cross-district
#11 · Chandrapurcell 4730004902
distance 0.19 · cross-district
#12 · Washimcell 4990002179
distance 0.19 · cross-district
#13 · Chandrapurcell 4730004901
distance 0.191 · cross-district
#14 · Yavatmalcell 5000009077
distance 0.194
#15 · Chandrapurcell 4730003078
distance 0.195 · cross-district
#16 · Buldhanacell 4720001675
distance 0.195 · cross-district
#17 · Chandrapurcell 4730004374
distance 0.196 · cross-district
#18 · Nagpurcell 4840000963
distance 0.199 · 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":5000009529}}}'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.