Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840001049
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
0.94
GUM mean confidence of the anchor (R24)
Dimensions compared
42
morphology-v2 feature dimensions
Closest twin distance
0.152
lower = more alike (weighted)
The twins, closest first
#1 · Nagpurcell 4840001120
distance 0.152
#2 · Yavatmalcell 5000008400
distance 0.191 · cross-district
#3 · Yavatmalcell 5000008401
distance 0.218 · cross-district
#4 · Wardhacell 4980003439
distance 0.259 · cross-district
#5 · Yavatmalcell 5000008521
distance 0.265 · cross-district
#6 · Nagpurcell 4840000098
distance 0.279
#7 · Wardhacell 4980004024
distance 0.279 · cross-district
#8 · Nagpurcell 4840001348
distance 0.282
#9 · Nagpurcell 4840007612
distance 0.294
#10 · Yavatmalcell 5000011510
distance 0.297 · cross-district
#11 · Nagpurcell 4840000049
distance 0.3
#12 · Nagpurcell 4840000875
distance 0.3
#13 · Yavatmalcell 5000011357
distance 0.311 · cross-district
#14 · Nagpurcell 4840007611
distance 0.311
#15 · Wardhacell 4980001196
distance 0.311 · cross-district
#16 · Wardhacell 4980001103
distance 0.313 · cross-district
#17 · Nagpurcell 4840000343
distance 0.315
#18 · Yavatmalcell 5000006086
distance 0.317 · 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":4840001049}}}'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.