Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700004243
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
0.171
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700004763
distance 0.171
#2 · Beedcell 4700004909
distance 0.177
#3 · Beedcell 4700004069
distance 0.196
#4 · Beedcell 4700003233
distance 0.209
#5 · Beedcell 4700004912
distance 0.21
#6 · Ahmednagarcell 4660008701
distance 0.211 · cross-district
#7 · Beedcell 4700003545
distance 0.215
#8 · Beedcell 4700003061
distance 0.218
#9 · Ahmednagarcell 4660004157
distance 0.221 · cross-district
#10 · Beedcell 4700002896
distance 0.224
#11 · Jalgaoncell 4780009454
distance 0.224 · cross-district
#12 · Ahmednagarcell 4660004395
distance 0.226 · cross-district
#13 · Beedcell 4700004070
distance 0.228
#14 · Ahmednagarcell 4660009206
distance 0.229 · cross-district
#15 · Ahmednagarcell 4660009199
distance 0.231 · cross-district
#16 · Beedcell 4700003055
distance 0.231
#17 · Beedcell 4700003412
distance 0.231
#18 · Beedcell 4700002929
distance 0.232
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":4700004243}}}'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.