Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700006918
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
0.231
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660008967
distance 0.231 · cross-district
#2 · Beedcell 4700000987
distance 0.233
#3 · Beedcell 4700005066
distance 0.235
#4 · Jalgaoncell 4780005267
distance 0.244 · cross-district
#5 · Beedcell 4700008507
distance 0.247
#6 · Dharashivcell 4880000651
distance 0.25 · cross-district
#7 · Washimcell 4990001572
distance 0.258 · cross-district
#8 · Washimcell 4990000120
distance 0.258 · cross-district
#9 · Amravaticell 4680001572
distance 0.261 · cross-district
#10 · Beedcell 4700007493
distance 0.264
#11 · Jalnacell 4790003223
distance 0.265 · cross-district
#12 · Solapurcell 4960002449
distance 0.265 · cross-district
#13 · Beedcell 4700008154
distance 0.268
#14 · Beedcell 4700001704
distance 0.27
#15 · Akolacell 4670003858
distance 0.277 · cross-district
#16 · Solapurcell 4960012673
distance 0.277 · cross-district
#17 · Ahmednagarcell 4660001308
distance 0.277 · cross-district
#18 · Amravaticell 4680000274
distance 0.277 · 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":4700006918}}}'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.