Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840000310
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 3 distinct districts
Index confidence
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.07
lower = more alike (weighted)
The twins, closest first
#1 · Nagpurcell 4840000626
distance 0.07
#2 · Nagpurcell 4840000568
distance 0.078
#3 · Nagpurcell 4840000350
distance 0.079
#4 · Nagpurcell 4840000624
distance 0.105
#5 · Nagpurcell 4840000551
distance 0.108
#6 · Nagpurcell 4840000688
distance 0.113
#7 · Nagpurcell 4840000611
distance 0.117
#8 · Nagpurcell 4840000363
distance 0.122
#9 · Nagpurcell 4840000991
distance 0.124
#10 · Wardhacell 4980001867
distance 0.126 · cross-district
#11 · Nagpurcell 4840002075
distance 0.128
#12 · Yavatmalcell 5000007410
distance 0.129 · cross-district
#13 · Nagpurcell 4840000669
distance 0.13
#14 · Nagpurcell 4840000745
distance 0.131
#15 · Nagpurcell 4840000100
distance 0.132
#16 · Nagpurcell 4840001983
distance 0.132
#17 · Nagpurcell 4840001794
distance 0.132
#18 · Yavatmalcell 5000007419
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":4840000310}}}'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.