Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700001785
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
0.151
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700001190
distance 0.151
#2 · Beedcell 4700001955
distance 0.164
#3 · Nandedcell 4850000478
distance 0.168 · cross-district
#4 · Beedcell 4700006275
distance 0.168
#5 · Dharashivcell 4880005848
distance 0.169 · cross-district
#6 · Beedcell 4700002538
distance 0.17
#7 · Beedcell 4700000307
distance 0.176
#8 · Washimcell 4990001313
distance 0.179 · cross-district
#9 · Beedcell 4700000589
distance 0.18
#10 · Buldhanacell 4720003494
distance 0.182 · cross-district
#11 · Washimcell 4990000580
distance 0.184 · cross-district
#12 · Beedcell 4700001203
distance 0.184
#13 · Dharashivcell 4880004457
distance 0.185 · cross-district
#14 · Laturcell 4810002529
distance 0.186 · cross-district
#15 · Dharashivcell 4880006209
distance 0.187 · cross-district
#16 · Beedcell 4700001163
distance 0.19
#17 · Beedcell 4700004306
distance 0.19
#18 · Solapurcell 4960000968
distance 0.191 · 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":4700001785}}}'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.