Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700005813
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
0.266
lower = more alike (weighted)
The twins, closest first
#1 · Sanglicell 4930003785
distance 0.266 · cross-district
#2 · Dhulecell 4740002065
distance 0.268 · cross-district
#3 · Sanglicell 4930002424
distance 0.271 · cross-district
#4 · Sanglicell 4930002276
distance 0.275 · cross-district
#5 · Beedcell 4700007500
distance 0.289
#6 · Sanglicell 4930006506
distance 0.294 · cross-district
#7 · Laturcell 4810001389
distance 0.298 · cross-district
#8 · Dharashivcell 4880003191
distance 0.298 · cross-district
#9 · Dhulecell 4740002727
distance 0.3 · cross-district
#10 · Solapurcell 4960000275
distance 0.301 · cross-district
#11 · Beedcell 4700005687
distance 0.305
#12 · Beedcell 4700008682
distance 0.307
#13 · Laturcell 4810001220
distance 0.308 · cross-district
#14 · Laturcell 4810001960
distance 0.308 · cross-district
#15 · Beedcell 4700007978
distance 0.311
#16 · Sanglicell 4930001909
distance 0.312 · cross-district
#17 · Dharashivcell 4880000702
distance 0.314 · cross-district
#18 · Ahmednagarcell 4660012684
distance 0.316 · 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":4700005813}}}'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.