Bhārata Strata · Maharashtra · Amravati · morphological twins
Places like cell 4680002197
The MH-36 locality cells most similar to this Amravati 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
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.176
lower = more alike (weighted)
The twins, closest first
#1 · Wardhacell 4980004307
distance 0.176 · cross-district
#2 · Amravaticell 4680003315
distance 0.177
#3 · Wardhacell 4980003948
distance 0.18 · cross-district
#4 · Amravaticell 4680001388
distance 0.181
#5 · Wardhacell 4980004304
distance 0.185 · cross-district
#6 · Amravaticell 4680003212
distance 0.187
#7 · Wardhacell 4980004258
distance 0.194 · cross-district
#8 · Yavatmalcell 5000010188
distance 0.196 · cross-district
#9 · Amravaticell 4680008194
distance 0.198
#10 · Wardhacell 4980004055
distance 0.199 · cross-district
#11 · Amravaticell 4680008796
distance 0.2
#12 · Amravaticell 4680008503
distance 0.2
#13 · Amravaticell 4680001164
distance 0.202
#14 · Amravaticell 4680002083
distance 0.205
#15 · Amravaticell 4680004677
distance 0.205
#16 · Amravaticell 4680007818
distance 0.206
#17 · Amravaticell 4680008515
distance 0.208
#18 · Amravaticell 4680008188
distance 0.208
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":468,"cluster_id":4680002197}}}'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.