Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840002613
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
0.155
lower = more alike (weighted)
The twins, closest first
#1 · Nagpurcell 4840002514
distance 0.155
#2 · Nagpurcell 4840004824
distance 0.158
#3 · Nagpurcell 4840004480
distance 0.162
#4 · Wardhacell 4980002418
distance 0.176 · cross-district
#5 · Wardhacell 4980002254
distance 0.177 · cross-district
#6 · Nagpurcell 4840002517
distance 0.182
#7 · Akolacell 4670000929
distance 0.192 · cross-district
#8 · Wardhacell 4980002569
distance 0.195 · cross-district
#9 · Nagpurcell 4840004473
distance 0.196
#10 · Wardhacell 4980002173
distance 0.196 · cross-district
#11 · Wardhacell 4980003231
distance 0.198 · cross-district
#12 · Nagpurcell 4840004817
distance 0.199
#13 · Jalnacell 4790002823
distance 0.199 · cross-district
#14 · Nagpurcell 4840002990
distance 0.202
#15 · Wardhacell 4980003302
distance 0.202 · cross-district
#16 · Parbhanicell 4890003782
distance 0.203 · cross-district
#17 · Nagpurcell 4840000658
distance 0.204
#18 · Wardhacell 4980002250
distance 0.207 · 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":4840002613}}}'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.