Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000004140
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 10 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.319
lower = more alike (weighted)
The twins, closest first
#1 · Nagpurcell 4840003848
distance 0.319 · cross-district
#2 · Yavatmalcell 5000002641
distance 0.323
#3 · Jalgaoncell 4780005072
distance 0.326 · cross-district
#4 · Yavatmalcell 5000007730
distance 0.327
#5 · Jalgaoncell 4780003603
distance 0.328 · cross-district
#6 · Ahmednagarcell 4660014282
distance 0.335 · cross-district
#7 · Buldhanacell 4720005170
distance 0.341 · cross-district
#8 · Yavatmalcell 5000004481
distance 0.342
#9 · Beedcell 4700005469
distance 0.348 · cross-district
#10 · Dharashivcell 4880004380
distance 0.351 · cross-district
#11 · Ahmednagarcell 4660000187
distance 0.359 · cross-district
#12 · Yavatmalcell 5000003963
distance 0.362
#13 · Laturcell 4810000846
distance 0.362 · cross-district
#14 · Beedcell 4700002539
distance 0.364 · cross-district
#15 · Chhatrapati Sambhajinagarcell 4690001345
distance 0.364 · cross-district
#16 · Chhatrapati Sambhajinagarcell 4690002015
distance 0.369 · cross-district
#17 · Ahmednagarcell 4660009645
distance 0.369 · cross-district
#18 · Nandedcell 4850000557
distance 0.37 · 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":5000004140}}}'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.