Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840000733
The MH-36 locality cells most similar to this Nagpur 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
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
42
morphology-v2 feature dimensions
Closest twin distance
0.044
lower = more alike (weighted)
The twins, closest first
#1 · Nagpurcell 4840000797
distance 0.044
#2 · Nagpurcell 4840000796
distance 0.052
#3 · Nagpurcell 4840000795
distance 0.069
#4 · Nagpurcell 4840001200
distance 0.084
#5 · Nagpurcell 4840000924
distance 0.104
#6 · Nagpurcell 4840000734
distance 0.11
#7 · Nagpurcell 4840000737
distance 0.113
#8 · Nagpurcell 4840000732
distance 0.117
#9 · Nagpurcell 4840000923
distance 0.119
#10 · Yavatmalcell 5000006751
distance 0.12 · cross-district
#11 · Yavatmalcell 5000005125
distance 0.12 · cross-district
#12 · Nagpurcell 4840001057
distance 0.12
#13 · Nagpurcell 4840001202
distance 0.122
#14 · Nagpurcell 4840000620
distance 0.123
#15 · Nagpurcell 4840000800
distance 0.124
#16 · Nagpurcell 4840001199
distance 0.128
#17 · Nagpurcell 4840001201
distance 0.129
#18 · Yavatmalcell 5000005124
distance 0.132 · 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":484,"cluster_id":4840000733}}}'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.