Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840001136
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
42
morphology-v2 feature dimensions
Closest twin distance
0.087
lower = more alike (weighted)
The twins, closest first
#1 · Nagpurcell 4840000557
distance 0.087
#2 · Nagpurcell 4840000501
distance 0.089
#3 · Nagpurcell 4840000818
distance 0.09
#4 · Nagpurcell 4840000393
distance 0.103
#5 · Nagpurcell 4840000347
distance 0.103
#6 · Nagpurcell 4840000946
distance 0.123
#7 · Nagpurcell 4840001446
distance 0.128
#8 · Nagpurcell 4840001225
distance 0.133
#9 · Nagpurcell 4840000613
distance 0.135
#10 · Nagpurcell 4840000446
distance 0.14
#11 · Nagpurcell 4840001065
distance 0.147
#12 · Wardhacell 4980002287
distance 0.149 · cross-district
#13 · Nagpurcell 4840000556
distance 0.149
#14 · Nagpurcell 4840000612
distance 0.151
#15 · Nagpurcell 4840000258
distance 0.155
#16 · Wardhacell 4980002027
distance 0.162 · cross-district
#17 · Wardhacell 4980000507
distance 0.163 · cross-district
#18 · Nagpurcell 4840001626
distance 0.163
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":4840001136}}}'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.