Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700007990
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
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.078
lower = more alike (weighted)
The twins, closest first
#1 · Jalnacell 4790000692
distance 0.078 · cross-district
#2 · Jalnacell 4790000755
distance 0.083 · cross-district
#3 · Jalnacell 4790001105
distance 0.083 · cross-district
#4 · Jalnacell 4790000352
distance 0.087 · cross-district
#5 · Jalnacell 4790000828
distance 0.091 · cross-district
#6 · Beedcell 4700007991
distance 0.093
#7 · Beedcell 4700007895
distance 0.095
#8 · Jalnacell 4790001483
distance 0.095 · cross-district
#9 · Jalnacell 4790000760
distance 0.098 · cross-district
#10 · Jalnacell 4790001033
distance 0.099 · cross-district
#11 · Beedcell 4700007804
distance 0.106
#12 · Jalnacell 4790002454
distance 0.108 · cross-district
#13 · Jalnacell 4790001551
distance 0.108 · cross-district
#14 · Jalnacell 4790001262
distance 0.108 · cross-district
#15 · Buldhanacell 4720000317
distance 0.11 · cross-district
#16 · Jalnacell 4790002965
distance 0.11 · cross-district
#17 · Jalnacell 4790003897
distance 0.114 · cross-district
#18 · Jalnacell 4790001110
distance 0.115 · 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":4700007990}}}'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.