Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700008718
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 6 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.153
lower = more alike (weighted)
The twins, closest first
#1 · Jalnacell 4790000896
distance 0.153 · cross-district
#2 · Beedcell 4700008084
distance 0.154
#3 · Washimcell 4990002304
distance 0.159 · cross-district
#4 · Jalnacell 4790000601
distance 0.165 · cross-district
#5 · Beedcell 4700008720
distance 0.166
#6 · Beedcell 4700001142
distance 0.17
#7 · Jalnacell 4790000052
distance 0.17 · cross-district
#8 · Chhatrapati Sambhajinagarcell 4690001142
distance 0.172 · cross-district
#9 · Washimcell 4990003351
distance 0.174 · cross-district
#10 · Beedcell 4700004481
distance 0.175
#11 · Beedcell 4700007707
distance 0.175
#12 · Beedcell 4700008358
distance 0.177
#13 · Laturcell 4810002702
distance 0.178 · cross-district
#14 · Beedcell 4700000756
distance 0.179
#15 · Beedcell 4700000231
distance 0.18
#16 · Beedcell 4700000439
distance 0.183
#17 · Nandedcell 4850001714
distance 0.183 · cross-district
#18 · Beedcell 4700000315
distance 0.184
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":4700008718}}}'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.