Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880002890
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 5 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 · Laturcell 4810001766
distance 0.159 · cross-district
#2 · Dharashivcell 4880002888
distance 0.163
#3 · Laturcell 4810001196
distance 0.17 · cross-district
#4 · Dharashivcell 4880005551
distance 0.182
#5 · Laturcell 4810001779
distance 0.183 · cross-district
#6 · Dharashivcell 4880002885
distance 0.184
#7 · Solapurcell 4960006184
distance 0.185 · cross-district
#8 · Dharashivcell 4880001224
distance 0.186
#9 · Solapurcell 4960005914
distance 0.189 · cross-district
#10 · Laturcell 4810001201
distance 0.19 · cross-district
#11 · Beedcell 4700004641
distance 0.191 · cross-district
#12 · Laturcell 4810001557
distance 0.191 · cross-district
#13 · Beedcell 4700001802
distance 0.192 · cross-district
#14 · Dharashivcell 4880002680
distance 0.193
#15 · Sanglicell 4930005697
distance 0.194 · cross-district
#16 · Laturcell 4810001352
distance 0.194 · cross-district
#17 · Dharashivcell 4880001419
distance 0.194
#18 · Dharashivcell 4880001915
distance 0.195
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":4880002890}}}'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.