Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880003308
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 9 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.202
lower = more alike (weighted)
The twins, closest first
#1 · Solapurcell 4960008423
distance 0.202 · cross-district
#2 · Washimcell 4990000028
distance 0.226 · cross-district
#3 · Dharashivcell 4880004207
distance 0.233
#4 · Solapurcell 4960010130
distance 0.236 · cross-district
#5 · Beedcell 4700005908
distance 0.241 · cross-district
#6 · Chhatrapati Sambhajinagarcell 4690008323
distance 0.242 · cross-district
#7 · Jalnacell 4790005853
distance 0.247 · cross-district
#8 · Buldhanacell 4720007605
distance 0.25 · cross-district
#9 · Solapurcell 4960005091
distance 0.251 · cross-district
#10 · Solapurcell 4960001489
distance 0.252 · cross-district
#11 · Solapurcell 4960008318
distance 0.253 · cross-district
#12 · Dharashivcell 4880000335
distance 0.255
#13 · Buldhanacell 4720003318
distance 0.259 · cross-district
#14 · Chhatrapati Sambhajinagarcell 4690006735
distance 0.261 · cross-district
#15 · Ahmednagarcell 4660000157
distance 0.263 · cross-district
#16 · Ahmednagarcell 4660004455
distance 0.264 · cross-district
#17 · Beedcell 4700003453
distance 0.266 · cross-district
#18 · Sanglicell 4930006917
distance 0.267 · 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":4880003308}}}'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.