Bhārata Strata · Maharashtra · Ratnagiri · morphological twins
Places like cell 4920004847
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 9 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.376
lower = more alike (weighted)
The twins, closest first
#1 · Ratnagiricell 4920004604
distance 0.376
#2 · Ratnagiricell 4920005186
distance 0.377
#3 · Akolacell 4670004653
distance 0.38 · cross-district
#4 · Gadchirolicell 4750008144
distance 0.388 · cross-district
#5 · Jalgaoncell 4780004497
distance 0.39 · cross-district
#6 · Gondiacell 4760001148
distance 0.395 · cross-district
#7 · Ratnagiricell 4920005078
distance 0.395
#8 · Raigadcell 4910001416
distance 0.4 · cross-district
#9 · Raigadcell 4910000270
distance 0.402 · cross-district
#10 · Gadchirolicell 4750008208
distance 0.405 · cross-district
#11 · Nashikcell 4870007283
distance 0.409 · cross-district
#12 · Ratnagiricell 4920006057
distance 0.409
#13 · Nagpurcell 4840008431
distance 0.412 · cross-district
#14 · Ratnagiricell 4920004787
distance 0.413
#15 · Nashikcell 4870006380
distance 0.415 · cross-district
#16 · Ratnagiricell 4920005312
distance 0.416
#17 · Ratnagiricell 4920005193
distance 0.419
#18 · Bhandaracell 4710003538
distance 0.42 · 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":4920004847}}}'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.