Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700000089
The MH-36 locality cells most similar to this Beed 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 3 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.091
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880005583
distance 0.091 · cross-district
#2 · Dharashivcell 4880004356
distance 0.101 · cross-district
#3 · Dharashivcell 4880004461
distance 0.13 · cross-district
#4 · Dharashivcell 4880005764
distance 0.132 · cross-district
#5 · Beedcell 4700000408
distance 0.134
#6 · Dharashivcell 4880005765
distance 0.141 · cross-district
#7 · Dharashivcell 4880006151
distance 0.145 · cross-district
#8 · Beedcell 4700000329
distance 0.147
#9 · Beedcell 4700000333
distance 0.147
#10 · Beedcell 4700000024
distance 0.151
#11 · Dharashivcell 4880004541
distance 0.152 · cross-district
#12 · Laturcell 4810002962
distance 0.156 · cross-district
#13 · Dharashivcell 4880004532
distance 0.156 · cross-district
#14 · Dharashivcell 4880004371
distance 0.157 · cross-district
#15 · Dharashivcell 4880006077
distance 0.16 · cross-district
#16 · Beedcell 4700000052
distance 0.161
#17 · Dharashivcell 4880005852
distance 0.162 · cross-district
#18 · Laturcell 4810001711
distance 0.163 · 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":470,"cluster_id":4700000089}}}'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.