Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700003073
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 4 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.137
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700003074
distance 0.137
#2 · Beedcell 4700002553
distance 0.146
#3 · Beedcell 4700002554
distance 0.168
#4 · Beedcell 4700003072
distance 0.177
#5 · Beedcell 4700003255
distance 0.187
#6 · Nashikcell 4870013299
distance 0.193 · cross-district
#7 · Beedcell 4700002899
distance 0.196
#8 · Beedcell 4700004429
distance 0.196
#9 · Beedcell 4700003433
distance 0.2
#10 · Beedcell 4700003248
distance 0.201
#11 · Beedcell 4700003066
distance 0.208
#12 · Beedcell 4700003087
distance 0.209
#13 · Beedcell 4700003938
distance 0.21
#14 · Beedcell 4700003241
distance 0.215
#15 · Sanglicell 4930001173
distance 0.215 · cross-district
#16 · Beedcell 4700003405
distance 0.217
#17 · Beedcell 4700004964
distance 0.218
#18 · Yavatmalcell 5000005506
distance 0.22 · 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":4700003073}}}'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.