Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770001689
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 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.156
lower = more alike (weighted)
The twins, closest first
#1 · Hingolicell 4770003349
distance 0.156
#2 · Hingolicell 4770000858
distance 0.169
#3 · Hingolicell 4770000374
distance 0.217
#4 · Hingolicell 4770001577
distance 0.22
#5 · Hingolicell 4770001407
distance 0.222
#6 · Hingolicell 4770000383
distance 0.224
#7 · Hingolicell 4770003104
distance 0.225
#8 · Hingolicell 4770002262
distance 0.24
#9 · Hingolicell 4770001572
distance 0.243
#10 · Parbhanicell 4890005159
distance 0.244 · cross-district
#11 · Washimcell 4990003515
distance 0.246 · cross-district
#12 · Hingolicell 4770000918
distance 0.249
#13 · Hingolicell 4770002666
distance 0.253
#14 · Hingolicell 4770003343
distance 0.253
#15 · Hingolicell 4770002256
distance 0.254
#16 · Buldhanacell 4720007751
distance 0.254 · cross-district
#17 · Hingolicell 4770001340
distance 0.255
#18 · Buldhanacell 4720004028
distance 0.257 · 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":4770001689}}}'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.