Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700007924
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
0.189
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700007829
distance 0.189
#2 · Beedcell 4700007126
distance 0.234
#3 · Jalnacell 4790001272
distance 0.237 · cross-district
#4 · Solapurcell 4960007340
distance 0.246 · cross-district
#5 · Beedcell 4700007463
distance 0.246
#6 · Parbhanicell 4890002727
distance 0.247 · cross-district
#7 · Beedcell 4700008192
distance 0.249
#8 · Jalnacell 4790000940
distance 0.251 · cross-district
#9 · Beedcell 4700007080
distance 0.254
#10 · Solapurcell 4960012551
distance 0.257 · cross-district
#11 · Beedcell 4700007270
distance 0.264
#12 · Parbhanicell 4890004423
distance 0.265 · cross-district
#13 · Parbhanicell 4890003806
distance 0.267 · cross-district
#14 · Amravaticell 4680003415
distance 0.267 · cross-district
#15 · Beedcell 4700008742
distance 0.271
#16 · Washimcell 4990000988
distance 0.271 · cross-district
#17 · Parbhanicell 4890002914
distance 0.271 · cross-district
#18 · Parbhanicell 4890002714
distance 0.272 · 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":4700007924}}}'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.