Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880000856
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
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.121
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880000784
distance 0.121
#2 · Dharashivcell 4880000360
distance 0.189
#3 · Sanglicell 4930004143
distance 0.192 · cross-district
#4 · Sanglicell 4930005112
distance 0.193 · cross-district
#5 · Dharashivcell 4880000971
distance 0.195
#6 · Washimcell 4990001863
distance 0.197 · cross-district
#7 · Dharashivcell 4880000132
distance 0.197
#8 · Washimcell 4990002886
distance 0.203 · cross-district
#9 · Solapurcell 4960000141
distance 0.204 · cross-district
#10 · Beedcell 4700001296
distance 0.204 · cross-district
#11 · Nandedcell 4850000523
distance 0.205 · cross-district
#12 · Dharashivcell 4880000088
distance 0.205
#13 · Dharashivcell 4880001151
distance 0.207
#14 · Beedcell 4700001150
distance 0.208 · cross-district
#15 · Dharashivcell 4880006258
distance 0.209
#16 · Laturcell 4810001202
distance 0.21 · cross-district
#17 · Dharashivcell 4880000867
distance 0.211
#18 · Dharashivcell 4880000644
distance 0.211
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":4880000856}}}'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.