Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000001747
The MH-36 locality cells most similar to this Yavatmal 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
45
morphology-v2 feature dimensions
Closest twin distance
0.304
lower = more alike (weighted)
The twins, closest first
#1 · Nandedcell 4850000240
distance 0.304 · cross-district
#2 · Akolacell 4670003680
distance 0.315 · cross-district
#3 · Yavatmalcell 5000001748
distance 0.315
#4 · Buldhanacell 4720006863
distance 0.318 · cross-district
#5 · Yavatmalcell 5000002446
distance 0.323
#6 · Chandrapurcell 4730006840
distance 0.333 · cross-district
#7 · Akolacell 4670004078
distance 0.333 · cross-district
#8 · Jalgaoncell 4780006627
distance 0.341 · cross-district
#9 · Nandedcell 4850002292
distance 0.342 · cross-district
#10 · Washimcell 4990003913
distance 0.342 · cross-district
#11 · Jalgaoncell 4780004944
distance 0.343 · cross-district
#12 · Nandedcell 4850002469
distance 0.345 · cross-district
#13 · Chandrapurcell 4730001005
distance 0.349 · cross-district
#14 · Chhatrapati Sambhajinagarcell 4690000053
distance 0.35 · cross-district
#15 · Washimcell 4990001083
distance 0.352 · cross-district
#16 · Buldhanacell 4720001676
distance 0.352 · cross-district
#17 · Amravaticell 4680001852
distance 0.362 · cross-district
#18 · Washimcell 4990002088
distance 0.362 · 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":500,"cluster_id":5000001747}}}'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.