Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660011839
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 5 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.206
lower = more alike (weighted)
The twins, closest first
#1 · Solapurcell 4960006641
distance 0.206 · cross-district
#2 · Sataracell 4940007994
distance 0.226 · cross-district
#3 · Ahmednagarcell 4660011668
distance 0.236
#4 · Sataracell 4940008212
distance 0.238 · cross-district
#5 · Ahmednagarcell 4660013438
distance 0.239
#6 · Sataracell 4940008592
distance 0.245 · cross-district
#7 · Nashikcell 4870006001
distance 0.246 · cross-district
#8 · Sataracell 4940007704
distance 0.248 · cross-district
#9 · Solapurcell 4960008674
distance 0.251 · cross-district
#10 · Ahmednagarcell 4660003740
distance 0.251
#11 · Solapurcell 4960004668
distance 0.256 · cross-district
#12 · Solapurcell 4960006753
distance 0.256 · cross-district
#13 · Punecell 4900004839
distance 0.26 · cross-district
#14 · Punecell 4900000468
distance 0.263 · cross-district
#15 · Punecell 4900001878
distance 0.264 · cross-district
#16 · Sataracell 4940000141
distance 0.269 · cross-district
#17 · Ahmednagarcell 4660012164
distance 0.271
#18 · Punecell 4900005008
distance 0.273 · 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":4660011839}}}'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.