Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770002149
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 1 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.105
lower = more alike (weighted)
The twins, closest first
#1 · Hingolicell 4770002151
distance 0.105
#2 · Hingolicell 4770002158
distance 0.15
#3 · Hingolicell 4770001972
distance 0.172
#4 · Hingolicell 4770001908
distance 0.181
#5 · Hingolicell 4770002351
distance 0.195
#6 · Hingolicell 4770001910
distance 0.204
#7 · Hingolicell 4770002023
distance 0.206
#8 · Hingolicell 4770002488
distance 0.212
#9 · Hingolicell 4770001847
distance 0.222
#10 · Hingolicell 4770001970
distance 0.222
#11 · Hingolicell 4770001846
distance 0.222
#12 · Hingolicell 4770002215
distance 0.224
#13 · Hingolicell 4770002095
distance 0.227
#14 · Hingolicell 4770002022
distance 0.227
#15 · Hingolicell 4770002087
distance 0.228
#16 · Hingolicell 4770003254
distance 0.233
#17 · Hingolicell 4770002216
distance 0.237
#18 · Hingolicell 4770002032
distance 0.239
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":4770002149}}}'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.