Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700005870
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 7 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.118
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700003963
distance 0.118
#2 · Akolacell 4670000290
distance 0.121 · cross-district
#3 · Beedcell 4700004653
distance 0.122
#4 · Beedcell 4700005476
distance 0.123
#5 · Beedcell 4700006191
distance 0.125
#6 · Hingolicell 4770003697
distance 0.133 · cross-district
#7 · Chhatrapati Sambhajinagarcell 4690000124
distance 0.135 · cross-district
#8 · Beedcell 4700004141
distance 0.139
#9 · Jalnacell 4790006654
distance 0.139 · cross-district
#10 · Beedcell 4700006704
distance 0.14
#11 · Parbhanicell 4890000616
distance 0.14 · cross-district
#12 · Jalnacell 4790001084
distance 0.142 · cross-district
#13 · Chhatrapati Sambhajinagarcell 4690002256
distance 0.142 · cross-district
#14 · Jalnacell 4790004102
distance 0.143 · cross-district
#15 · Beedcell 4700004324
distance 0.144
#16 · Jalgaoncell 4780002864
distance 0.145 · cross-district
#17 · Beedcell 4700001800
distance 0.145
#18 · Beedcell 4700004828
distance 0.146
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":4700005870}}}'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.