Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700006327
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 5 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.106
lower = more alike (weighted)
The twins, closest first
#1 · Parbhanicell 4890001336
distance 0.106 · cross-district
#2 · Parbhanicell 4890000739
distance 0.128 · cross-district
#3 · Parbhanicell 4890001281
distance 0.132 · cross-district
#4 · Jalnacell 4790004245
distance 0.146 · cross-district
#5 · Beedcell 4700004824
distance 0.154
#6 · Chhatrapati Sambhajinagarcell 4690002272
distance 0.157 · cross-district
#7 · Chhatrapati Sambhajinagarcell 4690000477
distance 0.159 · cross-district
#8 · Solapurcell 4960006725
distance 0.159 · cross-district
#9 · Solapurcell 4960005479
distance 0.162 · cross-district
#10 · Chhatrapati Sambhajinagarcell 4690002477
distance 0.163 · cross-district
#11 · Solapurcell 4960004264
distance 0.163 · cross-district
#12 · Parbhanicell 4890004127
distance 0.163 · cross-district
#13 · Parbhanicell 4890001022
distance 0.167 · cross-district
#14 · Solapurcell 4960005619
distance 0.167 · cross-district
#15 · Parbhanicell 4890004337
distance 0.167 · cross-district
#16 · Solapurcell 4960003553
distance 0.168 · cross-district
#17 · Parbhanicell 4890001417
distance 0.171 · cross-district
#18 · Solapurcell 4960004719
distance 0.172 · 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":4700006327}}}'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.