Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700006865
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
42
morphology-v2 feature dimensions
Closest twin distance
0.08
lower = more alike (weighted)
The twins, closest first
#1 · Parbhanicell 4890000908
distance 0.08 · cross-district
#2 · Parbhanicell 4890001029
distance 0.081 · cross-district
#3 · Parbhanicell 4890001415
distance 0.088 · cross-district
#4 · Parbhanicell 4890000971
distance 0.089 · cross-district
#5 · Parbhanicell 4890001575
distance 0.1 · cross-district
#6 · Parbhanicell 4890000730
distance 0.102 · cross-district
#7 · Beedcell 4700006465
distance 0.106
#8 · Beedcell 4700004142
distance 0.112
#9 · Beedcell 4700006326
distance 0.113
#10 · Beedcell 4700005166
distance 0.114
#11 · Parbhanicell 4890002405
distance 0.115 · cross-district
#12 · Beedcell 4700006604
distance 0.118
#13 · Beedcell 4700006468
distance 0.118
#14 · Parbhanicell 4890000970
distance 0.119 · cross-district
#15 · Beedcell 4700006464
distance 0.12
#16 · Buldhanacell 4720004361
distance 0.122 · cross-district
#17 · Parbhanicell 4890001810
distance 0.123 · cross-district
#18 · Parbhanicell 4890004704
distance 0.125 · 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":4700006865}}}'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.