Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000000554
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 5 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.257
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000000555
distance 0.257
#2 · Yavatmalcell 5000000336
distance 0.274
#3 · Yavatmalcell 5000000497
distance 0.275
#4 · Yavatmalcell 5000001003
distance 0.279
#5 · Nandedcell 4850006447
distance 0.285 · cross-district
#6 · Yavatmalcell 5000001819
distance 0.289
#7 · Nandedcell 4850008869
distance 0.291 · cross-district
#8 · Beedcell 4700008851
distance 0.291 · cross-district
#9 · Nandedcell 4850007586
distance 0.293 · cross-district
#10 · Yavatmalcell 5000000388
distance 0.306
#11 · Washimcell 4990002019
distance 0.314 · cross-district
#12 · Nandedcell 4850005235
distance 0.315 · cross-district
#13 · Yavatmalcell 5000001213
distance 0.319
#14 · Nandedcell 4850002490
distance 0.32 · cross-district
#15 · Yavatmalcell 5000005377
distance 0.323
#16 · Dhulecell 4740001756
distance 0.323 · cross-district
#17 · Yavatmalcell 5000005842
distance 0.323
#18 · Nandedcell 4850006831
distance 0.327 · 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":5000000554}}}'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.