Bhārata Strata · Maharashtra · Nagpur · morphological twins
Places like cell 4840003913
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
0.93
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.196
lower = more alike (weighted)
The twins, closest first
#1 · Nagpurcell 4840004909
distance 0.196
#2 · Nagpurcell 4840004908
distance 0.203
#3 · Nagpurcell 4840005016
distance 0.215
#4 · Nagpurcell 4840006185
distance 0.227
#5 · Yavatmalcell 5000007427
distance 0.228 · cross-district
#6 · Nagpurcell 4840006063
distance 0.228
#7 · Solapurcell 4960002029
distance 0.23 · cross-district
#8 · Nagpurcell 4840005796
distance 0.235
#9 · Wardhacell 4980004948
distance 0.236 · cross-district
#10 · Nagpurcell 4840004555
distance 0.241
#11 · Amravaticell 4680007563
distance 0.241 · cross-district
#12 · Amravaticell 4680002930
distance 0.242 · cross-district
#13 · Solapurcell 4960002275
distance 0.245 · cross-district
#14 · Solapurcell 4960002831
distance 0.246 · cross-district
#15 · Solapurcell 4960002693
distance 0.246 · cross-district
#16 · Nagpurcell 4840004665
distance 0.247
#17 · Solapurcell 4960002155
distance 0.25 · cross-district
#18 · Amravaticell 4680008602
distance 0.253 · 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":4840003913}}}'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.