Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880000813
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 8 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.117
lower = more alike (weighted)
The twins, closest first
#1 · Dharashivcell 4880000735
distance 0.117
#2 · Beedcell 4700007148
distance 0.178 · cross-district
#3 · Dharashivcell 4880000812
distance 0.198
#4 · Dharashivcell 4880000878
distance 0.214
#5 · Dharashivcell 4880000738
distance 0.219
#6 · Amravaticell 4680000860
distance 0.22 · cross-district
#7 · Nashikcell 4870004723
distance 0.22 · cross-district
#8 · Washimcell 4990001105
distance 0.221 · cross-district
#9 · Nashikcell 4870005737
distance 0.225 · cross-district
#10 · Akolacell 4670001293
distance 0.226 · cross-district
#11 · Beedcell 4700002043
distance 0.226 · cross-district
#12 · Buldhanacell 4720004726
distance 0.227 · cross-district
#13 · Dharashivcell 4880000868
distance 0.232
#14 · Dharashivcell 4880000891
distance 0.241
#15 · Nashikcell 4870006307
distance 0.243 · cross-district
#16 · Solapurcell 4960004868
distance 0.243 · cross-district
#17 · Solapurcell 4960001667
distance 0.244 · cross-district
#18 · Washimcell 4990003710
distance 0.244 · 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":4880000813}}}'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.