Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840001739
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
0.134
lower = more alike (weighted)
The twins, closest first
#1 · Bhandaracell 4710002836
distance 0.134 · cross-district
#2 · Nagpurcell 4840003042
distance 0.142
#3 · Nagpurcell 4840003612
distance 0.143
#4 · Nagpurcell 4840004001
distance 0.145
#5 · Nagpurcell 4840008398
distance 0.167
#6 · Nagpurcell 4840003616
distance 0.17
#7 · Bhandaracell 4710002610
distance 0.172 · cross-district
#8 · Bhandaracell 4710002611
distance 0.183 · cross-district
#9 · Nagpurcell 4840002659
distance 0.192
#10 · Bhandaracell 4710002675
distance 0.192 · cross-district
#11 · Bhandaracell 4710002892
distance 0.192 · cross-district
#12 · Nagpurcell 4840001910
distance 0.193
#13 · Chandrapurcell 4730002329
distance 0.196 · cross-district
#14 · Nagpurcell 4840003608
distance 0.198
#15 · Bhandaracell 4710002863
distance 0.199 · cross-district
#16 · Bhandaracell 4710002811
distance 0.2 · cross-district
#17 · Nagpurcell 4840003711
distance 0.203
#18 · Nagpurcell 4840002854
distance 0.204
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":4840001739}}}'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.