Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700000032
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 7 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.204
lower = more alike (weighted)
The twins, closest first
#1 · Sanglicell 4930003782
distance 0.204 · cross-district
#2 · Dharashivcell 4880005843
distance 0.207 · cross-district
#3 · Sanglicell 4930000137
distance 0.211 · cross-district
#4 · Buldhanacell 4720001731
distance 0.215 · cross-district
#5 · Ahmednagarcell 4660009754
distance 0.223 · cross-district
#6 · Dharashivcell 4880002558
distance 0.23 · cross-district
#7 · Solapurcell 4960006865
distance 0.231 · cross-district
#8 · Dharashivcell 4880005666
distance 0.231 · cross-district
#9 · Dharashivcell 4880004469
distance 0.231 · cross-district
#10 · Laturcell 4810000236
distance 0.232 · cross-district
#11 · Solapurcell 4960006210
distance 0.233 · cross-district
#12 · Dharashivcell 4880002235
distance 0.233 · cross-district
#13 · Solapurcell 4960005492
distance 0.233 · cross-district
#14 · Solapurcell 4960002299
distance 0.234 · cross-district
#15 · Sanglicell 4930001928
distance 0.236 · cross-district
#16 · Sanglicell 4930000656
distance 0.237 · cross-district
#17 · Beedcell 4700004523
distance 0.238
#18 · Dharashivcell 4880002290
distance 0.238 · 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":4700000032}}}'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.