Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700005880
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
0.202
lower = more alike (weighted)
The twins, closest first
#1 · Sanglicell 4930000193
distance 0.202 · cross-district
#2 · Jalnacell 4790004073
distance 0.208 · cross-district
#3 · Sanglicell 4930000070
distance 0.213 · cross-district
#4 · Sanglicell 4930000031
distance 0.214 · cross-district
#5 · Jalnacell 4790003821
distance 0.216 · cross-district
#6 · Nandedcell 4850005056
distance 0.218 · cross-district
#7 · Parbhanicell 4890003163
distance 0.22 · cross-district
#8 · Hingolicell 4770000056
distance 0.223 · cross-district
#9 · Parbhanicell 4890001609
distance 0.223 · cross-district
#10 · Dharashivcell 4880003766
distance 0.226 · cross-district
#11 · Nandedcell 4850005055
distance 0.226 · cross-district
#12 · Sanglicell 4930000239
distance 0.229 · cross-district
#13 · Beedcell 4700006160
distance 0.23
#14 · Beedcell 4700008702
distance 0.232
#15 · Sanglicell 4930000069
distance 0.232 · cross-district
#16 · Beedcell 4700007293
distance 0.234
#17 · Jalnacell 4790000135
distance 0.234 · cross-district
#18 · Nandedcell 4850005125
distance 0.235 · 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":4700005880}}}'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.