Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840000737
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
0.024
lower = more alike (weighted)
The twins, closest first
#1 · Nagpurcell 4840000734
distance 0.024
#2 · Nagpurcell 4840001201
distance 0.036
#3 · Nagpurcell 4840000800
distance 0.048
#4 · Nagpurcell 4840000924
distance 0.06
#5 · Yavatmalcell 5000006751
distance 0.062 · cross-district
#6 · Nagpurcell 4840000620
distance 0.064
#7 · Nagpurcell 4840000864
distance 0.065
#8 · Nagpurcell 4840000732
distance 0.065
#9 · Nagpurcell 4840001202
distance 0.067
#10 · Yavatmalcell 5000006883
distance 0.071 · cross-district
#11 · Yavatmalcell 5000006753
distance 0.075 · cross-district
#12 · Nagpurcell 4840000861
distance 0.076
#13 · Nagpurcell 4840000862
distance 0.077
#14 · Nagpurcell 4840001127
distance 0.079
#15 · Yavatmalcell 5000006879
distance 0.079 · cross-district
#16 · Nagpurcell 4840000794
distance 0.08
#17 · Yavatmalcell 5000006880
distance 0.084 · cross-district
#18 · Nagpurcell 4840001200
distance 0.091
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":4840000737}}}'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.