Bhārata Strata · Maharashtra · Pune · morphological twins
Places like cell 4900013360
The MH-36 locality cells most similar to this Pune 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
0.89
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.526
lower = more alike (weighted)
The twins, closest first
#1 · Jalgaoncell 4780004389
distance 0.526 · cross-district
#2 · Nagpurcell 4840007960
distance 0.55 · cross-district
#3 · Nagpurcell 4840001484
distance 0.553 · cross-district
#4 · Ahmednagarcell 4660011136
distance 0.556 · cross-district
#5 · Buldhanacell 4720005865
distance 0.563 · cross-district
#6 · Nandurbarcell 4860004975
distance 0.575 · cross-district
#7 · Nandurbarcell 4860005052
distance 0.586 · cross-district
#8 · Chandrapurcell 4730005205
distance 0.59 · cross-district
#9 · Chandrapurcell 4730005207
distance 0.592 · cross-district
#10 · Kolhapurcell 4800006482
distance 0.594 · cross-district
#11 · Nagpurcell 4840003845
distance 0.602 · cross-district
#12 · Nagpurcell 4840001655
distance 0.613 · cross-district
#13 · Solapurcell 4960010825
distance 0.624 · cross-district
#14 · Nagpurcell 4840000342
distance 0.635 · cross-district
#15 · Buldhanacell 4720005717
distance 0.636 · cross-district
#16 · Gadchirolicell 4750000086
distance 0.637 · cross-district
#17 · Nandurbarcell 4860005050
distance 0.637 · cross-district
#18 · Ahmednagarcell 4660011621
distance 0.637 · 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":490,"cluster_id":4900013360}}}'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.