Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700007710
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 3 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.078
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700007521
distance 0.078
#2 · Jalnacell 4790000689
distance 0.111 · cross-district
#3 · Beedcell 4700007431
distance 0.122
#4 · Jalnacell 4790001791
distance 0.127 · cross-district
#5 · Beedcell 4700008092
distance 0.128
#6 · Beedcell 4700008659
distance 0.13
#7 · Jalnacell 4790001251
distance 0.134 · cross-district
#8 · Jalnacell 4790001785
distance 0.135 · cross-district
#9 · Jalnacell 4790002036
distance 0.136 · cross-district
#10 · Jalnacell 4790000827
distance 0.138 · cross-district
#11 · Jalnacell 4790001628
distance 0.139 · cross-district
#12 · Jalnacell 4790000619
distance 0.141 · cross-district
#13 · Jalnacell 4790002881
distance 0.142 · cross-district
#14 · Jalnacell 4790001786
distance 0.143 · cross-district
#15 · Parbhanicell 4890000624
distance 0.143 · cross-district
#16 · Beedcell 4700007702
distance 0.144
#17 · Jalnacell 4790001107
distance 0.146 · cross-district
#18 · Beedcell 4700008721
distance 0.151
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":4700007710}}}'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.