Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700006868
The MH-36 locality cells most similar to this Beed 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 10 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.199
lower = more alike (weighted)
The twins, closest first
#1 · Buldhanacell 4720001533
distance 0.199 · cross-district
#2 · Buldhanacell 4720001599
distance 0.199 · cross-district
#3 · Wardhacell 4980003881
distance 0.203 · cross-district
#4 · Buldhanacell 4720004954
distance 0.21 · cross-district
#5 · Beedcell 4700006471
distance 0.215
#6 · Akolacell 4670000207
distance 0.215 · cross-district
#7 · Chhatrapati Sambhajinagarcell 4690000800
distance 0.217 · cross-district
#8 · Parbhanicell 4890002799
distance 0.217 · cross-district
#9 · Buldhanacell 4720007391
distance 0.22 · cross-district
#10 · Jalgaoncell 4780001928
distance 0.22 · cross-district
#11 · Wardhacell 4980003707
distance 0.226 · cross-district
#12 · Buldhanacell 4720000238
distance 0.226 · cross-district
#13 · Wardhacell 4980003770
distance 0.227 · cross-district
#14 · Jalgaoncell 4780002354
distance 0.227 · cross-district
#15 · Amravaticell 4680001535
distance 0.228 · cross-district
#16 · Parbhanicell 4890005413
distance 0.228 · cross-district
#17 · Solapurcell 4960004302
distance 0.229 · cross-district
#18 · Ahmednagarcell 4660000097
distance 0.231 · 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":470,"cluster_id":4700006868}}}'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.