Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880000581
The MH-36 locality cells most similar to this Dharashiv 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 7 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.06
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880000433
distance 0.06
#2 · Dharashivcell 4880001160
distance 0.112
#3 · Dharashivcell 4880000274
distance 0.122
#4 · Chhatrapati Sambhajinagarcell 4690005212
distance 0.128 · cross-district
#5 · Chhatrapati Sambhajinagarcell 4690005302
distance 0.139 · cross-district
#6 · Dharashivcell 4880000186
distance 0.144
#7 · Washimcell 4990000518
distance 0.147 · cross-district
#8 · Beedcell 4700000057
distance 0.151 · cross-district
#9 · Dharashivcell 4880000688
distance 0.155
#10 · Washimcell 4990000754
distance 0.159 · cross-district
#11 · Jalnacell 4790001710
distance 0.164 · cross-district
#12 · Solapurcell 4960000936
distance 0.166 · cross-district
#13 · Dharashivcell 4880005929
distance 0.167
#14 · Dharashivcell 4880001035
distance 0.167
#15 · Ahmednagarcell 4660013181
distance 0.169 · cross-district
#16 · Solapurcell 4960004930
distance 0.17 · cross-district
#17 · Solapurcell 4960000937
distance 0.171 · cross-district
#18 · Beedcell 4700008772
distance 0.172 · 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":488,"cluster_id":4880000581}}}'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.