Bhārata Strata · Maharashtra · Jalgaon · morphological twins
Places like cell 4780000008
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 5 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.121
lower = more alike (weighted)
The twins, closest first
#1 · Chhatrapati Sambhajinagarcell 4690006793
distance 0.121 · cross-district
#2 · Beedcell 4700003247
distance 0.124 · cross-district
#3 · Beedcell 4700002892
distance 0.132 · cross-district
#4 · Chhatrapati Sambhajinagarcell 4690006792
distance 0.136 · cross-district
#5 · Nashikcell 4870006510
distance 0.146 · cross-district
#6 · Jalgaoncell 4780000000
distance 0.162
#7 · Nashikcell 4870007121
distance 0.164 · cross-district
#8 · Jalgaoncell 4780000016
distance 0.166
#9 · Chhatrapati Sambhajinagarcell 4690006717
distance 0.168 · cross-district
#10 · Jalgaoncell 4780009265
distance 0.172
#11 · Jalgaoncell 4780009258
distance 0.184
#12 · Jalgaoncell 4780000006
distance 0.185
#13 · Chhatrapati Sambhajinagarcell 4690007005
distance 0.185 · cross-district
#14 · Jalgaoncell 4780009161
distance 0.186
#15 · Beedcell 4700005283
distance 0.19 · cross-district
#16 · Ahmednagarcell 4660005374
distance 0.192 · cross-district
#17 · Nashikcell 4870006978
distance 0.192 · cross-district
#18 · Nashikcell 4870013238
distance 0.193 · 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":478,"cluster_id":4780000008}}}'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.