Bhārata Strata · Maharashtra · Amravati · morphological twins
Places like cell 4680005545
The MH-36 locality cells most similar to this Amravati 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
44
morphology-v2 feature dimensions
Closest twin distance
0.052
lower = more alike (weighted)
The twins, closest first
#1 · Amravaticell 4680005542
distance 0.052
#2 · Buldhanacell 4720008434
distance 0.062 · cross-district
#3 · Buldhanacell 4720008436
distance 0.063 · cross-district
#4 · Buldhanacell 4720008407
distance 0.064 · cross-district
#5 · Buldhanacell 4720008383
distance 0.067 · cross-district
#6 · Buldhanacell 4720008435
distance 0.068 · cross-district
#7 · Amravaticell 4680005298
distance 0.068
#8 · Buldhanacell 4720008417
distance 0.069 · cross-district
#9 · Buldhanacell 4720008426
distance 0.073 · cross-district
#10 · Amravaticell 4680005421
distance 0.075
#11 · Buldhanacell 4720008416
distance 0.088 · cross-district
#12 · Amravaticell 4680005182
distance 0.089
#13 · Buldhanacell 4720008433
distance 0.089 · cross-district
#14 · Buldhanacell 4720008406
distance 0.093 · cross-district
#15 · Buldhanacell 4720008376
distance 0.101 · cross-district
#16 · Buldhanacell 4720008332
distance 0.101 · cross-district
#17 · Amravaticell 4680005417
distance 0.103
#18 · Buldhanacell 4720008366
distance 0.104 · 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":468,"cluster_id":4680005545}}}'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.