Bhārata Strata · Maharashtra · Satara · morphological twins
Places like cell 4940002249
The MH-36 locality cells most similar to this Satara 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 2 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.096
lower = more alike (weighted)
The twins, closest first
#1 · Sataracell 4940002361
distance 0.096
#2 · Sataracell 4940002476
distance 0.219
#3 · Sataracell 4940003496
distance 0.22
#4 · Sataracell 4940002362
distance 0.231
#5 · Sataracell 4940002705
distance 0.234
#6 · Sataracell 4940001729
distance 0.263
#7 · Sataracell 4940002360
distance 0.284
#8 · Sataracell 4940003038
distance 0.289
#9 · Sataracell 4940002817
distance 0.299
#10 · Chhatrapati Sambhajinagarcell 4690001813
distance 0.301 · cross-district
#11 · Sataracell 4940001828
distance 0.301
#12 · Sataracell 4940000508
distance 0.31
#13 · Sataracell 4940000683
distance 0.31
#14 · Sataracell 4940003265
distance 0.31
#15 · Sataracell 4940001331
distance 0.311
#16 · Chhatrapati Sambhajinagarcell 4690002087
distance 0.318 · cross-district
#17 · Chhatrapati Sambhajinagarcell 4690001454
distance 0.324 · cross-district
#18 · Chhatrapati Sambhajinagarcell 4690003891
distance 0.33 · 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":494,"cluster_id":4940002249}}}'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.