Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700006984
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 8 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.109
lower = more alike (weighted)
The twins, closest first
#1 · Jalgaoncell 4780002874
distance 0.109 · cross-district
#2 · Chhatrapati Sambhajinagarcell 4690000219
distance 0.116 · cross-district
#3 · Jalgaoncell 4780003076
distance 0.116 · cross-district
#4 · Jalgaoncell 4780002364
distance 0.119 · cross-district
#5 · Buldhanacell 4720000417
distance 0.121 · cross-district
#6 · Beedcell 4700003789
distance 0.125
#7 · Chhatrapati Sambhajinagarcell 4690000192
distance 0.126 · cross-district
#8 · Jalgaoncell 4780002261
distance 0.128 · cross-district
#9 · Amravaticell 4680006189
distance 0.129 · cross-district
#10 · Buldhanacell 4720001061
distance 0.129 · cross-district
#11 · Jalgaoncell 4780002973
distance 0.129 · cross-district
#12 · Solapurcell 4960003548
distance 0.13 · cross-district
#13 · Chhatrapati Sambhajinagarcell 4690000191
distance 0.131 · cross-district
#14 · Washimcell 4990000027
distance 0.133 · cross-district
#15 · Amravaticell 4680006059
distance 0.135 · cross-district
#16 · Washimcell 4990000159
distance 0.137 · cross-district
#17 · Jalgaoncell 4780001518
distance 0.137 · cross-district
#18 · Dharashivcell 4880000179
distance 0.138 · 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":4700006984}}}'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.