Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880003375
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 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.191
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880003324
distance 0.191
#2 · Dharashivcell 4880003168
distance 0.195
#3 · Solapurcell 4960011719
distance 0.213 · cross-district
#4 · Dharashivcell 4880004138
distance 0.217
#5 · Solapurcell 4960006165
distance 0.218 · cross-district
#6 · Dharashivcell 4880003173
distance 0.221
#7 · Dharashivcell 4880004049
distance 0.222
#8 · Solapurcell 4960011203
distance 0.223 · cross-district
#9 · Ahmednagarcell 4660006307
distance 0.224 · cross-district
#10 · Laturcell 4810002593
distance 0.226 · cross-district
#11 · Dharashivcell 4880002799
distance 0.228
#12 · Dharashivcell 4880003242
distance 0.228
#13 · Laturcell 4810002413
distance 0.236 · cross-district
#14 · Laturcell 4810002065
distance 0.237 · cross-district
#15 · Solapurcell 4960011281
distance 0.24 · cross-district
#16 · Solapurcell 4960010746
distance 0.24 · cross-district
#17 · Laturcell 4810002859
distance 0.241 · cross-district
#18 · Laturcell 4810002211
distance 0.242 · 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":4880003375}}}'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.