Bhārata Strata · Maharashtra · Buldhana · morphological twins
Places like cell 4720004643
The MH-36 locality cells most similar to this Buldhana 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
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.082
lower = more alike (weighted)
The twins, closest first
#1 · Buldhanacell 4720003196
distance 0.082
#2 · Buldhanacell 4720003657
distance 0.085
#3 · Buldhanacell 4720003742
distance 0.099
#4 · Buldhanacell 4720004644
distance 0.117
#5 · Buldhanacell 4720003590
distance 0.129
#6 · Buldhanacell 4720003743
distance 0.131
#7 · Buldhanacell 4720005292
distance 0.133
#8 · Buldhanacell 4720004789
distance 0.133
#9 · Buldhanacell 4720005143
distance 0.135
#10 · Buldhanacell 4720003669
distance 0.138
#11 · Buldhanacell 4720004271
distance 0.141
#12 · Buldhanacell 4720003594
distance 0.143
#13 · Buldhanacell 4720003735
distance 0.145
#14 · Buldhanacell 4720004274
distance 0.146
#15 · Buldhanacell 4720005158
distance 0.146
#16 · Buldhanacell 4720003198
distance 0.148
#17 · Jalgaoncell 4780001428
distance 0.149 · cross-district
#18 · Amravaticell 4680002595
distance 0.152 · 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":472,"cluster_id":4720004643}}}'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.