Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700000727
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
0.148
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880006389
distance 0.148 · cross-district
#2 · Dharashivcell 4880004960
distance 0.156 · cross-district
#3 · Dharashivcell 4880004856
distance 0.17 · cross-district
#4 · Dharashivcell 4880004673
distance 0.177 · cross-district
#5 · Beedcell 4700000726
distance 0.179
#6 · Beedcell 4700001686
distance 0.182
#7 · Dharashivcell 4880005614
distance 0.189 · cross-district
#8 · Beedcell 4700002486
distance 0.195
#9 · Ahmednagarcell 4660001317
distance 0.199 · cross-district
#10 · Dharashivcell 4880005625
distance 0.2 · cross-district
#11 · Beedcell 4700007746
distance 0.201
#12 · Beedcell 4700002831
distance 0.203
#13 · Dharashivcell 4880005626
distance 0.211 · cross-district
#14 · Dharashivcell 4880005436
distance 0.213 · cross-district
#15 · Dharashivcell 4880005440
distance 0.216 · cross-district
#16 · Beedcell 4700003017
distance 0.218
#17 · Dharashivcell 4880004404
distance 0.219 · cross-district
#18 · Dharashivcell 4880006043
distance 0.22 · 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":4700000727}}}'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.