Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700008809
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 9 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.171
lower = more alike (weighted)
The twins, closest first
#1 · Jalnacell 4790001566
distance 0.171 · cross-district
#2 · Beedcell 4700008665
distance 0.199
#3 · Amravaticell 4680003885
distance 0.209 · cross-district
#4 · Beedcell 4700005246
distance 0.227
#5 · Nandedcell 4850004665
distance 0.249 · cross-district
#6 · Beedcell 4700006822
distance 0.25
#7 · Dharashivcell 4880002622
distance 0.251 · cross-district
#8 · Buldhanacell 4720001661
distance 0.251 · cross-district
#9 · Nagpurcell 4840003749
distance 0.252 · cross-district
#10 · Solapurcell 4960004256
distance 0.252 · cross-district
#11 · Jalnacell 4790003524
distance 0.254 · cross-district
#12 · Beedcell 4700002228
distance 0.257
#13 · Nandedcell 4850000509
distance 0.257 · cross-district
#14 · Solapurcell 4960003152
distance 0.259 · cross-district
#15 · Solapurcell 4960004712
distance 0.26 · cross-district
#16 · Beedcell 4700004819
distance 0.261
#17 · Beedcell 4700008677
distance 0.264
#18 · Jalgaoncell 4780006687
distance 0.266 · 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":4700008809}}}'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.