Bhārata Strata · Maharashtra · Buldhana · morphological twins
Places like cell 4720004822
The MH-36 locality cells most similar to this Buldhana 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 9 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.194
lower = more alike (weighted)
The twins, closest first
#1 · Buldhanacell 4720006476
distance 0.194
#2 · Buldhanacell 4720005413
distance 0.216
#3 · Amravaticell 4680005999
distance 0.218 · cross-district
#4 · Amravaticell 4680002027
distance 0.221 · cross-district
#5 · Solapurcell 4960008723
distance 0.221 · cross-district
#6 · Solapurcell 4960010218
distance 0.221 · cross-district
#7 · Beedcell 4700005041
distance 0.224 · cross-district
#8 · Buldhanacell 4720006088
distance 0.225
#9 · Amravaticell 4680001828
distance 0.229 · cross-district
#10 · Akolacell 4670000383
distance 0.229 · cross-district
#11 · Buldhanacell 4720003673
distance 0.229
#12 · Akolacell 4670000352
distance 0.233 · cross-district
#13 · Akolacell 4670002847
distance 0.234 · cross-district
#14 · Hingolicell 4770002273
distance 0.235 · cross-district
#15 · Sataracell 4940000957
distance 0.235 · cross-district
#16 · Washimcell 4990000820
distance 0.236 · cross-district
#17 · Solapurcell 4960007851
distance 0.239 · cross-district
#18 · Dharashivcell 4880003416
distance 0.24 · 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":472,"cluster_id":4720004822}}}'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.