Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660004288
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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.072
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700006079
distance 0.072 · cross-district
#2 · Beedcell 4700006224
distance 0.104 · cross-district
#3 · Beedcell 4700006635
distance 0.104 · cross-district
#4 · Ahmednagarcell 4660004368
distance 0.114
#5 · Beedcell 4700005791
distance 0.115 · cross-district
#6 · Beedcell 4700004862
distance 0.129 · cross-district
#7 · Beedcell 4700005798
distance 0.134 · cross-district
#8 · Beedcell 4700006066
distance 0.136 · cross-district
#9 · Beedcell 4700006352
distance 0.139 · cross-district
#10 · Beedcell 4700005499
distance 0.141 · cross-district
#11 · Beedcell 4700005784
distance 0.142 · cross-district
#12 · Ahmednagarcell 4660003285
distance 0.142
#13 · Beedcell 4700005505
distance 0.145 · cross-district
#14 · Beedcell 4700005655
distance 0.145 · cross-district
#15 · Beedcell 4700006083
distance 0.146 · cross-district
#16 · Ahmednagarcell 4660002569
distance 0.147
#17 · Beedcell 4700005060
distance 0.148 · cross-district
#18 · Ahmednagarcell 4660003041
distance 0.15
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":4660004288}}}'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.