Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700008686
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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.057
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700008551
distance 0.057
#2 · Beedcell 4700007210
distance 0.099
#3 · Beedcell 4700007387
distance 0.104
#4 · Beedcell 4700008326
distance 0.105
#5 · Beedcell 4700008034
distance 0.108
#6 · Beedcell 4700008978
distance 0.118
#7 · Ahmednagarcell 4660007869
distance 0.119 · cross-district
#8 · Beedcell 4700008630
distance 0.124
#9 · Beedcell 4700008854
distance 0.126
#10 · Beedcell 4700007302
distance 0.129
#11 · Beedcell 4700007312
distance 0.13
#12 · Ahmednagarcell 4660008325
distance 0.131 · cross-district
#13 · Ahmednagarcell 4660008021
distance 0.14 · cross-district
#14 · Ahmednagarcell 4660008168
distance 0.141 · cross-district
#15 · Beedcell 4700008627
distance 0.141
#16 · Beedcell 4700008558
distance 0.143
#17 · Beedcell 4700008776
distance 0.144
#18 · Beedcell 4700007289
distance 0.145
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":4700008686}}}'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.