Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660004489
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
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.134
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660004088
distance 0.134
#2 · Ahmednagarcell 4660004490
distance 0.161
#3 · Nashikcell 4870006009
distance 0.162 · cross-district
#4 · Nashikcell 4870005279
distance 0.187 · cross-district
#5 · Nashikcell 4870004994
distance 0.188 · cross-district
#6 · Ahmednagarcell 4660003694
distance 0.188
#7 · Nashikcell 4870004146
distance 0.188 · cross-district
#8 · Ahmednagarcell 4660005674
distance 0.19
#9 · Ahmednagarcell 4660005019
distance 0.19
#10 · Nashikcell 4870003161
distance 0.192 · cross-district
#11 · Ahmednagarcell 4660002182
distance 0.195
#12 · Nashikcell 4870003033
distance 0.196 · cross-district
#13 · Solapurcell 4960000073
distance 0.201 · cross-district
#14 · Ahmednagarcell 4660010867
distance 0.204
#15 · Nashikcell 4870005866
distance 0.206 · cross-district
#16 · Ahmednagarcell 4660011025
distance 0.207
#17 · Ahmednagarcell 4660005101
distance 0.211
#18 · Nashikcell 4870003289
distance 0.211 · 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":4660004489}}}'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.