Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880001402
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
0.159
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880001332
distance 0.159
#2 · Laturcell 4810002026
distance 0.164 · cross-district
#3 · Laturcell 4810001078
distance 0.165 · cross-district
#4 · Dharashivcell 4880002553
distance 0.179
#5 · Dharashivcell 4880001764
distance 0.18
#6 · Dharashivcell 4880001330
distance 0.181
#7 · Laturcell 4810001041
distance 0.184 · cross-district
#8 · Dharashivcell 4880004294
distance 0.185
#9 · Laturcell 4810001014
distance 0.187 · cross-district
#10 · Laturcell 4810001481
distance 0.187 · cross-district
#11 · Dharashivcell 4880001650
distance 0.187
#12 · Laturcell 4810000492
distance 0.196 · cross-district
#13 · Laturcell 4810001564
distance 0.202 · cross-district
#14 · Laturcell 4810001901
distance 0.204 · cross-district
#15 · Dharashivcell 4880001932
distance 0.205
#16 · Laturcell 4810001993
distance 0.206 · cross-district
#17 · Dharashivcell 4880003009
distance 0.206
#18 · Laturcell 4810002317
distance 0.206 · 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":4880001402}}}'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.