Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000001048
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
0.227
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000000516
distance 0.227
#2 · Nandedcell 4850008838
distance 0.235 · cross-district
#3 · Yavatmalcell 5000000237
distance 0.251
#4 · Yavatmalcell 5000000165
distance 0.259
#5 · Nandedcell 4850007915
distance 0.261 · cross-district
#6 · Nandedcell 4850008912
distance 0.265 · cross-district
#7 · Yavatmalcell 5000000781
distance 0.268
#8 · Nandedcell 4850007602
distance 0.268 · cross-district
#9 · Yavatmalcell 5000003794
distance 0.274
#10 · Nandedcell 4850005705
distance 0.276 · cross-district
#11 · Yavatmalcell 5000000619
distance 0.279
#12 · Yavatmalcell 5000000944
distance 0.28
#13 · Nandedcell 4850009001
distance 0.285 · cross-district
#14 · Yavatmalcell 5000002657
distance 0.288
#15 · Yavatmalcell 5000000779
distance 0.289
#16 · Nandedcell 4850008777
distance 0.29 · cross-district
#17 · Yavatmalcell 5000004000
distance 0.29
#18 · Yavatmalcell 5000001269
distance 0.291
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":5000001048}}}'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.