Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700007215
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
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.188
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660001382
distance 0.188 · cross-district
#2 · Ahmednagarcell 4660008159
distance 0.225 · cross-district
#3 · Solapurcell 4960005777
distance 0.232 · cross-district
#4 · Chhatrapati Sambhajinagarcell 4690000176
distance 0.233 · cross-district
#5 · Ahmednagarcell 4660007100
distance 0.245 · cross-district
#6 · Solapurcell 4960002755
distance 0.256 · cross-district
#7 · Solapurcell 4960012673
distance 0.263 · cross-district
#8 · Beedcell 4700008001
distance 0.265
#9 · Dharashivcell 4880002162
distance 0.272 · cross-district
#10 · Solapurcell 4960004002
distance 0.275 · cross-district
#11 · Solapurcell 4960001949
distance 0.278 · cross-district
#12 · Sanglicell 4930002228
distance 0.28 · cross-district
#13 · Solapurcell 4960006134
distance 0.282 · cross-district
#14 · Buldhanacell 4720002611
distance 0.283 · cross-district
#15 · Jalnacell 4790002382
distance 0.285 · cross-district
#16 · Ahmednagarcell 4660001216
distance 0.286 · cross-district
#17 · Sanglicell 4930002135
distance 0.287 · cross-district
#18 · Ahmednagarcell 4660001815
distance 0.288 · 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":4700007215}}}'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.