Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000001328
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
44
morphology-v2 feature dimensions
Closest twin distance
0.047
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000001326
distance 0.047
#2 · Yavatmalcell 5000001327
distance 0.101
#3 · Hingolicell 4770002818
distance 0.127 · cross-district
#4 · Yavatmalcell 5000001378
distance 0.151
#5 · Yavatmalcell 5000001549
distance 0.161
#6 · Hingolicell 4770003130
distance 0.17 · cross-district
#7 · Hingolicell 4770003051
distance 0.172 · cross-district
#8 · Yavatmalcell 5000001781
distance 0.173
#9 · Hingolicell 4770002817
distance 0.175 · cross-district
#10 · Hingolicell 4770002541
distance 0.177 · cross-district
#11 · Yavatmalcell 5000006412
distance 0.182
#12 · Yavatmalcell 5000001276
distance 0.189
#13 · Amravaticell 4680006775
distance 0.189 · cross-district
#14 · Amravaticell 4680006632
distance 0.191 · cross-district
#15 · Beedcell 4700007446
distance 0.195 · cross-district
#16 · Yavatmalcell 5000001907
distance 0.2
#17 · Yavatmalcell 5000001906
distance 0.201
#18 · Amravaticell 4680006629
distance 0.201 · 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":5000001328}}}'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.