Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660003406
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
0.095
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660003462
distance 0.095
#2 · Ahmednagarcell 4660002748
distance 0.111
#3 · Ahmednagarcell 4660003223
distance 0.115
#4 · Ahmednagarcell 4660003469
distance 0.115
#5 · Ahmednagarcell 4660003470
distance 0.124
#6 · Ahmednagarcell 4660003163
distance 0.145
#7 · Ahmednagarcell 4660003466
distance 0.146
#8 · Ahmednagarcell 4660003045
distance 0.161
#9 · Ahmednagarcell 4660003112
distance 0.17
#10 · Beedcell 4700004337
distance 0.173 · cross-district
#11 · Ahmednagarcell 4660004451
distance 0.173
#12 · Beedcell 4700003991
distance 0.176 · cross-district
#13 · Beedcell 4700006986
distance 0.177 · cross-district
#14 · Ahmednagarcell 4660003399
distance 0.177
#15 · Beedcell 4700003512
distance 0.179 · cross-district
#16 · Ahmednagarcell 4660006384
distance 0.184
#17 · Buldhanacell 4720002564
distance 0.184 · cross-district
#18 · Ahmednagarcell 4660003451
distance 0.187
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":4660003406}}}'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.