Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840001039
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 5 distinct districts
Index confidence
0.94
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.331
lower = more alike (weighted)
The twins, closest first
#1 · Bhandaracell 4710000103
distance 0.331 · cross-district
#2 · Nagpurcell 4840003896
distance 0.343
#3 · Nagpurcell 4840003992
distance 0.35
#4 · Nagpurcell 4840003897
distance 0.37
#5 · Nagpurcell 4840001980
distance 0.379
#6 · Nagpurcell 4840006258
distance 0.382
#7 · Nagpurcell 4840008125
distance 0.386
#8 · Gondiacell 4760000916
distance 0.39 · cross-district
#9 · Gondiacell 4760000859
distance 0.391 · cross-district
#10 · Nagpurcell 4840000709
distance 0.392
#11 · Bhandaracell 4710001478
distance 0.394 · cross-district
#12 · Chandrapurcell 4730008583
distance 0.395 · cross-district
#13 · Nagpurcell 4840008188
distance 0.398
#14 · Gadchirolicell 4750009725
distance 0.401 · cross-district
#15 · Nagpurcell 4840005993
distance 0.402
#16 · Nagpurcell 4840007954
distance 0.403
#17 · Nagpurcell 4840006811
distance 0.407
#18 · Chandrapurcell 4730009689
distance 0.407 · 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":4840001039}}}'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.