Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700000093
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
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.11
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700000092
distance 0.11
#2 · Dharashivcell 4880004995
distance 0.119 · cross-district
#3 · Dharashivcell 4880005394
distance 0.125 · cross-district
#4 · Dharashivcell 4880005851
distance 0.13 · cross-district
#5 · Dharashivcell 4880005662
distance 0.131 · cross-district
#6 · Dharashivcell 4880000466
distance 0.131 · cross-district
#7 · Dharashivcell 4880006077
distance 0.134 · cross-district
#8 · Dharashivcell 4880004999
distance 0.137 · cross-district
#9 · Dharashivcell 4880005480
distance 0.138 · cross-district
#10 · Dharashivcell 4880005190
distance 0.14 · cross-district
#11 · Dharashivcell 4880005387
distance 0.14 · cross-district
#12 · Dharashivcell 4880005285
distance 0.14 · cross-district
#13 · Beedcell 4700002061
distance 0.14
#14 · Beedcell 4700000091
distance 0.14
#15 · Dharashivcell 4880005494
distance 0.141 · cross-district
#16 · Beedcell 4700005440
distance 0.141
#17 · Beedcell 4700001442
distance 0.141
#18 · Dharashivcell 4880005588
distance 0.141 · 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":4700000093}}}'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.