Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770002756
The MH-36 locality cells most similar to this Hingoli 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
0.265
lower = more alike (weighted)
The twins, closest first
#1 · Parbhanicell 4890005366
distance 0.265 · cross-district
#2 · Buldhanacell 4720005254
distance 0.265 · cross-district
#3 · Dharashivcell 4880000594
distance 0.267 · cross-district
#4 · Chhatrapati Sambhajinagarcell 4690003808
distance 0.27 · cross-district
#5 · Akolacell 4670003534
distance 0.277 · cross-district
#6 · Akolacell 4670003382
distance 0.279 · cross-district
#7 · Solapurcell 4960011682
distance 0.28 · cross-district
#8 · Solapurcell 4960004251
distance 0.281 · cross-district
#9 · Solapurcell 4960003396
distance 0.284 · cross-district
#10 · Wardhacell 4980003815
distance 0.286 · cross-district
#11 · Ahmednagarcell 4660002443
distance 0.286 · cross-district
#12 · Amravaticell 4680003486
distance 0.293 · cross-district
#13 · Chhatrapati Sambhajinagarcell 4690004297
distance 0.293 · cross-district
#14 · Solapurcell 4960003818
distance 0.295 · cross-district
#15 · Solapurcell 4960003395
distance 0.303 · cross-district
#16 · Akolacell 4670004676
distance 0.31 · cross-district
#17 · Buldhanacell 4720008020
distance 0.311 · cross-district
#18 · Solapurcell 4960002974
distance 0.312 · 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":477,"cluster_id":4770002756}}}'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.