Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000011170
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 8 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.261
lower = more alike (weighted)
The twins, closest first
#1 · Chhatrapati Sambhajinagarcell 4690008827
distance 0.261 · cross-district
#2 · Buldhanacell 4720006926
distance 0.28 · cross-district
#3 · Yavatmalcell 5000003837
distance 0.289
#4 · Parbhanicell 4890004246
distance 0.294 · cross-district
#5 · Wardhacell 4980001837
distance 0.312 · cross-district
#6 · Amravaticell 4680002913
distance 0.319 · cross-district
#7 · Buldhanacell 4720006399
distance 0.319 · cross-district
#8 · Wardhacell 4980001565
distance 0.32 · cross-district
#9 · Yavatmalcell 5000011089
distance 0.322
#10 · Amravaticell 4680004920
distance 0.326 · cross-district
#11 · Jalgaoncell 4780001149
distance 0.33 · cross-district
#12 · Wardhacell 4980002856
distance 0.336 · cross-district
#13 · Buldhanacell 4720001167
distance 0.341 · cross-district
#14 · Yavatmalcell 5000004568
distance 0.343
#15 · Jalgaoncell 4780002751
distance 0.344 · cross-district
#16 · Amravaticell 4680000851
distance 0.347 · cross-district
#17 · Amravaticell 4680006619
distance 0.348 · cross-district
#18 · Chandrapurcell 4730006940
distance 0.349 · 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":5000011170}}}'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.