Bhārata Strata · Maharashtra · Jalgaon · morphological twins
Places like cell 4780009721
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 4 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.197
lower = more alike (weighted)
The twins, closest first
#1 · Nashikcell 4870007386
distance 0.197 · cross-district
#2 · Jalgaoncell 4780003230
distance 0.208
#3 · Jalgaoncell 4780000109
distance 0.215
#4 · Nashikcell 4870007806
distance 0.235 · cross-district
#5 · Nashikcell 4870007810
distance 0.246 · cross-district
#6 · Jalgaoncell 4780010003
distance 0.249
#7 · Ahmednagarcell 4660013267
distance 0.256 · cross-district
#8 · Nashikcell 4870006054
distance 0.261 · cross-district
#9 · Jalgaoncell 4780000752
distance 0.263
#10 · Nashikcell 4870007803
distance 0.264 · cross-district
#11 · Chhatrapati Sambhajinagarcell 4690003135
distance 0.265 · cross-district
#12 · Nashikcell 4870007363
distance 0.272 · cross-district
#13 · Nashikcell 4870007658
distance 0.276 · cross-district
#14 · Jalgaoncell 4780000052
distance 0.278
#15 · Nashikcell 4870006790
distance 0.279 · cross-district
#16 · Jalgaoncell 4780003424
distance 0.281
#17 · Jalgaoncell 4780000038
distance 0.285
#18 · Jalgaoncell 4780000097
distance 0.29
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":4780009721}}}'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.