Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880002116
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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.052
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880001344
distance 0.052
#2 · Dharashivcell 4880001613
distance 0.076
#3 · Dharashivcell 4880001614
distance 0.09
#4 · Dharashivcell 4880001783
distance 0.093
#5 · Laturcell 4810000221
distance 0.095 · cross-district
#6 · Dharashivcell 4880001947
distance 0.1
#7 · Laturcell 4810000467
distance 0.1 · cross-district
#8 · Laturcell 4810000167
distance 0.1 · cross-district
#9 · Laturcell 4810000074
distance 0.1 · cross-district
#10 · Laturcell 4810000275
distance 0.103 · cross-district
#11 · Laturcell 4810000224
distance 0.104 · cross-district
#12 · Dharashivcell 4880001607
distance 0.106
#13 · Laturcell 4810000363
distance 0.107 · cross-district
#14 · Laturcell 4810000763
distance 0.109 · cross-district
#15 · Laturcell 4810000308
distance 0.11 · cross-district
#16 · Dharashivcell 4880001946
distance 0.114
#17 · Laturcell 4810000353
distance 0.12 · cross-district
#18 · Laturcell 4810000276
distance 0.121 · 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":4880002116}}}'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.