Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660002004
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 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.111
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660002401
distance 0.111
#2 · Beedcell 4700001836
distance 0.154 · cross-district
#3 · Beedcell 4700001993
distance 0.197 · cross-district
#4 · Ahmednagarcell 4660006947
distance 0.199
#5 · Beedcell 4700000343
distance 0.223 · cross-district
#6 · Beedcell 4700002648
distance 0.228 · cross-district
#7 · Ahmednagarcell 4660001808
distance 0.237
#8 · Ahmednagarcell 4660007689
distance 0.241
#9 · Dharashivcell 4880006443
distance 0.244 · cross-district
#10 · Ahmednagarcell 4660007543
distance 0.245
#11 · Dharashivcell 4880001402
distance 0.248 · cross-district
#12 · Beedcell 4700001239
distance 0.254 · cross-district
#13 · Beedcell 4700007476
distance 0.256 · cross-district
#14 · Ahmednagarcell 4660002091
distance 0.256
#15 · Ahmednagarcell 4660007542
distance 0.258
#16 · Beedcell 4700006541
distance 0.259 · cross-district
#17 · Beedcell 4700008789
distance 0.263 · cross-district
#18 · Ahmednagarcell 4660006974
distance 0.264
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":4660002004}}}'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.