Bhārata Strata · Maharashtra · Ratnagiri · morphological twins
Places like cell 4920000321
The MH-36 locality cells most similar to this Ratnagiri 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 7 distinct districts
Index confidence
0.89
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.594
lower = more alike (weighted)
The twins, closest first
#1 · Sindhudurgcell 4950004125
distance 0.594 · cross-district
#2 · Gadchirolicell 4750000043
distance 0.602 · cross-district
#3 · Raigadcell 4910001822
distance 0.617 · cross-district
#4 · Gadchirolicell 4750000064
distance 0.638 · cross-district
#5 · Sindhudurgcell 4950000285
distance 0.638 · cross-district
#6 · Ratnagiricell 4920001252
distance 0.645
#7 · Raigadcell 4910001645
distance 0.657 · cross-district
#8 · Gadchirolicell 4750000508
distance 0.659 · cross-district
#9 · Thanecell 4970003125
distance 0.695 · cross-district
#10 · Gadchirolicell 4750000467
distance 0.702 · cross-district
#11 · Gadchirolicell 4750000038
distance 0.707 · cross-district
#12 · Gadchirolicell 4750000042
distance 0.716 · cross-district
#13 · Ratnagiricell 4920001251
distance 0.719
#14 · Gadchirolicell 4750000039
distance 0.728 · cross-district
#15 · Gadchirolicell 4750000292
distance 0.732 · cross-district
#16 · Dharashivcell 4880004657
distance 0.736 · cross-district
#17 · Ahmednagarcell 4660011135
distance 0.738 · cross-district
#18 · Gadchirolicell 4750000335
distance 0.754 · 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":492,"cluster_id":4920000321}}}'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.