Bhārata Strata · Maharashtra · Ratnagiri · morphological twins
Places like cell 4920002103
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 6 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.543
lower = more alike (weighted)
The twins, closest first
#1 · Ratnagiricell 4920002221
distance 0.543
#2 · Ratnagiricell 4920000466
distance 0.55
#3 · Palgharcell 6650000240
distance 0.568 · cross-district
#4 · Raigadcell 4910005273
distance 0.577 · cross-district
#5 · Raigadcell 4910005270
distance 0.583 · cross-district
#6 · Palgharcell 6650000086
distance 0.599 · cross-district
#7 · Ratnagiricell 4920002161
distance 0.603
#8 · Palgharcell 6650000085
distance 0.614 · cross-district
#9 · Sindhudurgcell 4950003342
distance 0.615 · cross-district
#10 · Palgharcell 6650000084
distance 0.618 · cross-district
#11 · Thanecell 4970001198
distance 0.634 · cross-district
#12 · Raigadcell 4910004390
distance 0.637 · cross-district
#13 · Mumbai Suburbancell 4830000182
distance 0.639 · cross-district
#14 · Palgharcell 6650003655
distance 0.64 · cross-district
#15 · Raigadcell 4910004753
distance 0.647 · cross-district
#16 · Palgharcell 6650000260
distance 0.647 · cross-district
#17 · Palgharcell 6650001504
distance 0.652 · cross-district
#18 · Palgharcell 6650000186
distance 0.653 · 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":4920002103}}}'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.