Bhārata Strata · Maharashtra · Buldhana · morphological twins
Places like cell 4720005488
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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.081
lower = more alike (weighted)
The twins, closest first
#1 · Buldhanacell 4720005486
distance 0.081
#2 · Jalgaoncell 4780002687
distance 0.086 · cross-district
#3 · Buldhanacell 4720005299
distance 0.087
#4 · Buldhanacell 4720005261
distance 0.087
#5 · Buldhanacell 4720005192
distance 0.09
#6 · Buldhanacell 4720005565
distance 0.09
#7 · Buldhanacell 4720006311
distance 0.091
#8 · Jalgaoncell 4780002786
distance 0.091 · cross-district
#9 · Jalgaoncell 4780002782
distance 0.093 · cross-district
#10 · Jalgaoncell 4780003084
distance 0.093 · cross-district
#11 · Buldhanacell 4720006518
distance 0.094
#12 · Buldhanacell 4720006586
distance 0.094
#13 · Buldhanacell 4720005562
distance 0.097
#14 · Buldhanacell 4720005117
distance 0.1
#15 · Jalgaoncell 4780002982
distance 0.1 · cross-district
#16 · Buldhanacell 4720006307
distance 0.101
#17 · Jalgaoncell 4780003191
distance 0.101 · cross-district
#18 · Jalgaoncell 4780002369
distance 0.103 · 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":4720005488}}}'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.