Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700009055
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 8 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.441
lower = more alike (weighted)
The twins, closest first
#1 · Buldhanacell 4720005465
distance 0.441 · cross-district
#2 · Jalgaoncell 4780007891
distance 0.462 · cross-district
#3 · Parbhanicell 4890001143
distance 0.466 · cross-district
#4 · Parbhanicell 4890001477
distance 0.473 · cross-district
#5 · Yavatmalcell 5000006401
distance 0.48 · cross-district
#6 · Yavatmalcell 5000010896
distance 0.481 · cross-district
#7 · Buldhanacell 4720002882
distance 0.483 · cross-district
#8 · Gadchirolicell 4750010841
distance 0.487 · cross-district
#9 · Chandrapurcell 4730005170
distance 0.487 · cross-district
#10 · Yavatmalcell 5000003757
distance 0.488 · cross-district
#11 · Amravaticell 4680004087
distance 0.489 · cross-district
#12 · Jalgaoncell 4780006699
distance 0.49 · cross-district
#13 · Yavatmalcell 5000010079
distance 0.493 · cross-district
#14 · Nandedcell 4850001906
distance 0.497 · cross-district
#15 · Jalgaoncell 4780007775
distance 0.498 · cross-district
#16 · Jalgaoncell 4780002594
distance 0.501 · cross-district
#17 · Amravaticell 4680001025
distance 0.502 · cross-district
#18 · Amravaticell 4680003010
distance 0.502 · 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":4700009055}}}'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.