Bhārata Strata · Maharashtra · Ahmednagar · morphological twins
Places like cell 4660000596
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 8 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.21
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660001330
distance 0.21
#2 · Sanglicell 4930006435
distance 0.213 · cross-district
#3 · Beedcell 4700004019
distance 0.216 · cross-district
#4 · Ahmednagarcell 4660000678
distance 0.217
#5 · Ahmednagarcell 4660007176
distance 0.218
#6 · Washimcell 4990003543
distance 0.221 · cross-district
#7 · Ahmednagarcell 4660003916
distance 0.223
#8 · Ahmednagarcell 4660006250
distance 0.225
#9 · Ahmednagarcell 4660004912
distance 0.225
#10 · Ahmednagarcell 4660003661
distance 0.226
#11 · Dharashivcell 4880004363
distance 0.227 · cross-district
#12 · Punecell 4900001876
distance 0.228 · cross-district
#13 · Amravaticell 4680003486
distance 0.23 · cross-district
#14 · Ahmednagarcell 4660010754
distance 0.231
#15 · Beedcell 4700002541
distance 0.231 · cross-district
#16 · Solapurcell 4960009511
distance 0.233 · cross-district
#17 · Dharashivcell 4880004208
distance 0.233 · cross-district
#18 · Solapurcell 4960008438
distance 0.235 · 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":4660000596}}}'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.