Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840001331
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
0.94
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.164
lower = more alike (weighted)
The twins, closest first
#1 · Nagpurcell 4840005081
distance 0.164
#2 · Nagpurcell 4840001415
distance 0.199
#3 · Nagpurcell 4840003364
distance 0.2
#4 · Nagpurcell 4840001413
distance 0.202
#5 · Wardhacell 4980003530
distance 0.205 · cross-district
#6 · Nagpurcell 4840001414
distance 0.206
#7 · Nagpurcell 4840004269
distance 0.207
#8 · Nagpurcell 4840004709
distance 0.21
#9 · Wardhacell 4980003104
distance 0.218 · cross-district
#10 · Wardhacell 4980003034
distance 0.22 · cross-district
#11 · Nagpurcell 4840003460
distance 0.221
#12 · Nagpurcell 4840002419
distance 0.223
#13 · Nagpurcell 4840005206
distance 0.224
#14 · Nagpurcell 4840005329
distance 0.226
#15 · Nagpurcell 4840005199
distance 0.229
#16 · Nagpurcell 4840004828
distance 0.229
#17 · Nagpurcell 4840004265
distance 0.23
#18 · Nagpurcell 4840002508
distance 0.23
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":4840001331}}}'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.