Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880003547
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 6 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.17
lower = more alike (weighted)
The twins, closest first
#1 · Chhatrapati Sambhajinagarcell 4690002267
distance 0.17 · cross-district
#2 · Dharashivcell 4880000063
distance 0.205
#3 · Dharashivcell 4880000323
distance 0.21
#4 · Solapurcell 4960002860
distance 0.212 · cross-district
#5 · Dharashivcell 4880001456
distance 0.215
#6 · Solapurcell 4960003906
distance 0.217 · cross-district
#7 · Chhatrapati Sambhajinagarcell 4690001873
distance 0.223 · cross-district
#8 · Solapurcell 4960007256
distance 0.228 · cross-district
#9 · Solapurcell 4960003606
distance 0.23 · cross-district
#10 · Washimcell 4990000273
distance 0.23 · cross-district
#11 · Chhatrapati Sambhajinagarcell 4690001966
distance 0.232 · cross-district
#12 · Ahmednagarcell 4660009931
distance 0.236 · cross-district
#13 · Buldhanacell 4720003155
distance 0.237 · cross-district
#14 · Chhatrapati Sambhajinagarcell 4690002683
distance 0.238 · cross-district
#15 · Chhatrapati Sambhajinagarcell 4690002975
distance 0.238 · cross-district
#16 · Solapurcell 4960005817
distance 0.24 · cross-district
#17 · Ahmednagarcell 4660002265
distance 0.241 · cross-district
#18 · Buldhanacell 4720004656
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":4880003547}}}'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.