Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660011621
The MH-36 locality cells most similar to this Ahmednagar 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 6 distinct districts
Index confidence
0.89
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.404
lower = more alike (weighted)
The twins, closest first
#1 · Nashikcell 4870001419
distance 0.404 · cross-district
#2 · Gadchirolicell 4750000064
distance 0.417 · cross-district
#3 · Ahmednagarcell 4660011781
distance 0.474
#4 · Buldhanacell 4720004768
distance 0.477 · cross-district
#5 · Gadchirolicell 4750000040
distance 0.508 · cross-district
#6 · Gadchirolicell 4750000039
distance 0.531 · cross-district
#7 · Buldhanacell 4720005865
distance 0.55 · cross-district
#8 · Ahmednagarcell 4660011794
distance 0.559
#9 · Gadchirolicell 4750000038
distance 0.56 · cross-district
#10 · Nandurbarcell 4860005052
distance 0.561 · cross-district
#11 · Ahmednagarcell 4660011136
distance 0.562
#12 · Nashikcell 4870001046
distance 0.575 · cross-district
#13 · Gadchirolicell 4750000130
distance 0.578 · cross-district
#14 · Gadchirolicell 4750000178
distance 0.589 · cross-district
#15 · Gadchirolicell 4750000658
distance 0.598 · cross-district
#16 · Gadchirolicell 4750000153
distance 0.612 · cross-district
#17 · Nashikcell 4870000081
distance 0.626 · cross-district
#18 · Punecell 4900013360
distance 0.637 · 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":466,"cluster_id":4660011621}}}'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.