Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700007151
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
0.1
lower = more alike (weighted)
The twins, closest first
#1 · Parbhanicell 4890000569
distance 0.1 · cross-district
#2 · Amravaticell 4680001534
distance 0.104 · cross-district
#3 · Buldhanacell 4720006199
distance 0.105 · cross-district
#4 · Buldhanacell 4720006191
distance 0.107 · cross-district
#5 · Akolacell 4670001052
distance 0.107 · cross-district
#6 · Akolacell 4670000674
distance 0.108 · cross-district
#7 · Beedcell 4700004131
distance 0.109
#8 · Parbhanicell 4890000516
distance 0.109 · cross-district
#9 · Beedcell 4700006294
distance 0.11
#10 · Solapurcell 4960004934
distance 0.111 · cross-district
#11 · Buldhanacell 4720004425
distance 0.112 · cross-district
#12 · Jalnacell 4790003155
distance 0.114 · cross-district
#13 · Beedcell 4700004839
distance 0.115
#14 · Buldhanacell 4720003900
distance 0.115 · cross-district
#15 · Akolacell 4670001215
distance 0.115 · cross-district
#16 · Akolacell 4670001043
distance 0.117 · cross-district
#17 · Beedcell 4700005566
distance 0.117
#18 · Buldhanacell 4720004811
distance 0.12 · 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":4700007151}}}'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.