Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770003617
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
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.066
lower = more alike (weighted)
The twins, closest first
#1 · Washimcell 4990000117
distance 0.066 · cross-district
#2 · Washimcell 4990000248
distance 0.069 · cross-district
#3 · Washimcell 4990000171
distance 0.069 · cross-district
#4 · Washimcell 4990000786
distance 0.071 · cross-district
#5 · Washimcell 4990000553
distance 0.074 · cross-district
#6 · Hingolicell 4770003616
distance 0.075
#7 · Hingolicell 4770003720
distance 0.077
#8 · Hingolicell 4770003725
distance 0.078
#9 · Washimcell 4990000307
distance 0.079 · cross-district
#10 · Washimcell 4990000362
distance 0.08 · cross-district
#11 · Hingolicell 4770003559
distance 0.081
#12 · Washimcell 4990000212
distance 0.087 · cross-district
#13 · Washimcell 4990000785
distance 0.09 · cross-district
#14 · Washimcell 4990000177
distance 0.091 · cross-district
#15 · Washimcell 4990000257
distance 0.092 · cross-district
#16 · Washimcell 4990000543
distance 0.093 · cross-district
#17 · Washimcell 4990000360
distance 0.094 · cross-district
#18 · Washimcell 4990000861
distance 0.095 · 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":4770003617}}}'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.