Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660001708
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
0.091
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660000869
distance 0.091
#2 · Dharashivcell 4880004844
distance 0.145 · cross-district
#3 · Dharashivcell 4880004862
distance 0.146 · cross-district
#4 · Ahmednagarcell 4660000868
distance 0.16
#5 · Ahmednagarcell 4660002319
distance 0.16
#6 · Ahmednagarcell 4660001604
distance 0.167
#7 · Beedcell 4700003349
distance 0.168 · cross-district
#8 · Dharashivcell 4880004861
distance 0.168 · cross-district
#9 · Dharashivcell 4880004587
distance 0.168 · cross-district
#10 · Dharashivcell 4880004850
distance 0.169 · cross-district
#11 · Dharashivcell 4880005703
distance 0.169 · cross-district
#12 · Dharashivcell 4880004849
distance 0.171 · cross-district
#13 · Beedcell 4700003355
distance 0.171 · cross-district
#14 · Ahmednagarcell 4660000786
distance 0.174
#15 · Ahmednagarcell 4660001499
distance 0.174
#16 · Dharashivcell 4880006168
distance 0.175 · cross-district
#17 · Beedcell 4700002672
distance 0.178 · cross-district
#18 · Ahmednagarcell 4660001131
distance 0.18
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":4660001708}}}'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.