Bhārata Strata · Maharashtra · Ratnagiri · morphological twins
Places like cell 4920004832
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 8 distinct districts
Index confidence
0.89
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.481
lower = more alike (weighted)
The twins, closest first
#1 · Ratnagiricell 4920006015
distance 0.481
#2 · Raigadcell 4910002687
distance 0.498 · cross-district
#3 · Ratnagiricell 4920004775
distance 0.515
#4 · Raigadcell 4910001729
distance 0.537 · cross-district
#5 · Raigadcell 4910004166
distance 0.546 · cross-district
#6 · Punecell 4900005777
distance 0.547 · cross-district
#7 · Chhatrapati Sambhajinagarcell 4690002075
distance 0.552 · cross-district
#8 · Raigadcell 4910005812
distance 0.553 · cross-district
#9 · Ahmednagarcell 4660012171
distance 0.565 · cross-district
#10 · Raigadcell 4910001670
distance 0.571 · cross-district
#11 · Mumbai Suburbancell 4830000268
distance 0.579 · cross-district
#12 · Nashikcell 4870003968
distance 0.58 · cross-district
#13 · Punecell 4900001858
distance 0.584 · cross-district
#14 · Raigadcell 4910004441
distance 0.587 · cross-district
#15 · Palgharcell 6650000029
distance 0.603 · cross-district
#16 · Chhatrapati Sambhajinagarcell 4690004536
distance 0.605 · cross-district
#17 · Raigadcell 4910004755
distance 0.607 · cross-district
#18 · Ahmednagarcell 4660009052
distance 0.607 · 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":4920004832}}}'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.