Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880002111
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
0.06
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880001257
distance 0.06
#2 · Laturcell 4810000355
distance 0.068 · cross-district
#3 · Dharashivcell 4880001256
distance 0.073
#4 · Laturcell 4810000102
distance 0.077 · cross-district
#5 · Dharashivcell 4880001612
distance 0.081
#6 · Laturcell 4810000118
distance 0.083 · cross-district
#7 · Laturcell 4810000569
distance 0.084 · cross-district
#8 · Dharashivcell 4880001611
distance 0.096
#9 · Laturcell 4810000196
distance 0.109 · cross-district
#10 · Laturcell 4810000705
distance 0.109 · cross-district
#11 · Laturcell 4810000360
distance 0.11 · cross-district
#12 · Laturcell 4810000995
distance 0.11 · cross-district
#13 · Laturcell 4810000826
distance 0.111 · cross-district
#14 · Laturcell 4810000072
distance 0.112 · cross-district
#15 · Laturcell 4810002205
distance 0.115 · cross-district
#16 · Dharashivcell 4880001252
distance 0.116
#17 · Dharashivcell 4880005120
distance 0.116
#18 · Laturcell 4810000106
distance 0.117 · 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":4880002111}}}'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.