Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660001608
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 5 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.18
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880004946
distance 0.18 · cross-district
#2 · Ahmednagarcell 4660002308
distance 0.208
#3 · Solapurcell 4960000361
distance 0.218 · cross-district
#4 · Ahmednagarcell 4660002997
distance 0.22
#5 · Ahmednagarcell 4660001129
distance 0.22
#6 · Dharashivcell 4880004766
distance 0.223 · cross-district
#7 · Dharashivcell 4880005804
distance 0.224 · cross-district
#8 · Ahmednagarcell 4660001614
distance 0.227
#9 · Chhatrapati Sambhajinagarcell 4690000448
distance 0.231 · cross-district
#10 · Dharashivcell 4880005422
distance 0.236 · cross-district
#11 · Beedcell 4700002671
distance 0.242 · cross-district
#12 · Dharashivcell 4880003252
distance 0.246 · cross-district
#13 · Dharashivcell 4880005429
distance 0.248 · cross-district
#14 · Dharashivcell 4880004579
distance 0.248 · cross-district
#15 · Dharashivcell 4880004570
distance 0.248 · cross-district
#16 · Ahmednagarcell 4660001699
distance 0.251
#17 · Dharashivcell 4880005427
distance 0.254 · cross-district
#18 · Dharashivcell 4880004754
distance 0.255 · 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":4660001608}}}'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.