Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880000698
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
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.249
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660012033
distance 0.249 · cross-district
#2 · Dharashivcell 4880001956
distance 0.254
#3 · Washimcell 4990003350
distance 0.255 · cross-district
#4 · Washimcell 4990002958
distance 0.262 · cross-district
#5 · Laturcell 4810001700
distance 0.271 · cross-district
#6 · Beedcell 4700001583
distance 0.275 · cross-district
#7 · Dharashivcell 4880000558
distance 0.277
#8 · Beedcell 4700002378
distance 0.282 · cross-district
#9 · Beedcell 4700000490
distance 0.291 · cross-district
#10 · Solapurcell 4960002935
distance 0.292 · cross-district
#11 · Dharashivcell 4880000390
distance 0.292
#12 · Ahmednagarcell 4660009073
distance 0.293 · cross-district
#13 · Buldhanacell 4720002725
distance 0.294 · cross-district
#14 · Ahmednagarcell 4660011578
distance 0.294 · cross-district
#15 · Washimcell 4990001203
distance 0.296 · cross-district
#16 · Solapurcell 4960001679
distance 0.297 · cross-district
#17 · Dharashivcell 4880006093
distance 0.298
#18 · Beedcell 4700007816
distance 0.301 · 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":4880000698}}}'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.