Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770001475
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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.164
lower = more alike (weighted)
The twins, closest first
#1 · Hingolicell 4770001696
distance 0.164
#2 · Hingolicell 4770001587
distance 0.173
#3 · Hingolicell 4770001586
distance 0.176
#4 · Hingolicell 4770000893
distance 0.19
#5 · Hingolicell 4770001588
distance 0.194
#6 · Hingolicell 4770001646
distance 0.194
#7 · Hingolicell 4770001481
distance 0.198
#8 · Hingolicell 4770000545
distance 0.201
#9 · Hingolicell 4770000494
distance 0.203
#10 · Hingolicell 4770001240
distance 0.203
#11 · Hingolicell 4770001482
distance 0.205
#12 · Hingolicell 4770000544
distance 0.207
#13 · Hingolicell 4770001529
distance 0.208
#14 · Hingolicell 4770001585
distance 0.208
#15 · Hingolicell 4770001179
distance 0.209
#16 · Hingolicell 4770001355
distance 0.213
#17 · Hingolicell 4770000440
distance 0.218
#18 · Nandedcell 4850006740
distance 0.218 · 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":4770001475}}}'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.