Bhārata Strata · Maharashtra · Sangli · morphological twins
Places like cell 4930004607
The MH-36 locality cells most similar to this Sangli 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
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.075
lower = more alike (weighted)
The twins, closest first
#1 · Sanglicell 4930004747
distance 0.075
#2 · Sanglicell 4930004759
distance 0.076
#3 · Sanglicell 4930004606
distance 0.078
#4 · Sanglicell 4930004756
distance 0.084
#5 · Sanglicell 4930004472
distance 0.086
#6 · Sanglicell 4930004323
distance 0.087
#7 · Sanglicell 4930005277
distance 0.089
#8 · Sanglicell 4930004904
distance 0.089
#9 · Solapurcell 4960000495
distance 0.09 · cross-district
#10 · Sanglicell 4930004171
distance 0.092
#11 · Sanglicell 4930004762
distance 0.093
#12 · Sanglicell 4930004903
distance 0.094
#13 · Sanglicell 4930004622
distance 0.095
#14 · Solapurcell 4960001004
distance 0.096 · cross-district
#15 · Sanglicell 4930006095
distance 0.098
#16 · Solapurcell 4960000428
distance 0.099 · cross-district
#17 · Sanglicell 4930004763
distance 0.1
#18 · Solapurcell 4960000196
distance 0.105 · 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":493,"cluster_id":4930004607}}}'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.