Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000000996
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
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.313
lower = more alike (weighted)
The twins, closest first
#1 · Beedcell 4700001004
distance 0.313 · cross-district
#2 · Gadchirolicell 4750001980
distance 0.335 · cross-district
#3 · Ahmednagarcell 4660013063
distance 0.34 · cross-district
#4 · Yavatmalcell 5000001244
distance 0.342
#5 · Yavatmalcell 5000001827
distance 0.344
#6 · Chhatrapati Sambhajinagarcell 4690000048
distance 0.354 · cross-district
#7 · Nandedcell 4850007550
distance 0.355 · cross-district
#8 · Beedcell 4700004117
distance 0.358 · cross-district
#9 · Washimcell 4990000200
distance 0.359 · cross-district
#10 · Ahmednagarcell 4660011070
distance 0.36 · cross-district
#11 · Washimcell 4990003557
distance 0.363 · cross-district
#12 · Beedcell 4700006094
distance 0.371 · cross-district
#13 · Beedcell 4700007067
distance 0.373 · cross-district
#14 · Nandedcell 4850002709
distance 0.373 · cross-district
#15 · Beedcell 4700007568
distance 0.377 · cross-district
#16 · Nandurbarcell 4860000168
distance 0.379 · cross-district
#17 · Nandedcell 4850002350
distance 0.382 · cross-district
#18 · Sanglicell 4930000762
distance 0.382 · 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":5000000996}}}'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.