Bhārata Strata · Maharashtra · Jalgaon · morphological twins
Places like cell 4780001621
The MH-36 locality cells most similar to this Jalgaon 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
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.069
lower = more alike (weighted)
The twins, closest first
#1 · Jalgaoncell 4780001622
distance 0.069
#2 · Jalgaoncell 4780002257
distance 0.083
#3 · Jalgaoncell 4780002044
distance 0.087
#4 · Jalgaoncell 4780001623
distance 0.09
#5 · Jalgaoncell 4780001937
distance 0.091
#6 · Jalgaoncell 4780002043
distance 0.095
#7 · Jalgaoncell 4780001832
distance 0.099
#8 · Jalgaoncell 4780002253
distance 0.099
#9 · Chhatrapati Sambhajinagarcell 4690008770
distance 0.104 · cross-district
#10 · Chhatrapati Sambhajinagarcell 4690008768
distance 0.106 · cross-district
#11 · Jalgaoncell 4780001729
distance 0.115
#12 · Jalgaoncell 4780002258
distance 0.117
#13 · Jalgaoncell 4780001518
distance 0.125
#14 · Jalgaoncell 4780001736
distance 0.127
#15 · Jalgaoncell 4780001728
distance 0.128
#16 · Jalgaoncell 4780001734
distance 0.129
#17 · Jalgaoncell 4780001629
distance 0.13
#18 · Jalgaoncell 4780001946
distance 0.131
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":478,"cluster_id":4780001621}}}'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.