Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770002446
The MH-36 locality cells most similar to this Hingoli 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 11 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.443
lower = more alike (weighted)
The twins, closest first
#1 · Akolacell 4670002343
distance 0.443 · cross-district
#2 · Yavatmalcell 5000003088
distance 0.452 · cross-district
#3 · Washimcell 4990001306
distance 0.509 · cross-district
#4 · Solapurcell 4960002858
distance 0.531 · cross-district
#5 · Jalgaoncell 4780006366
distance 0.533 · cross-district
#6 · Chhatrapati Sambhajinagarcell 4690006512
distance 0.538 · cross-district
#7 · Jalnacell 4790001873
distance 0.545 · cross-district
#8 · Chhatrapati Sambhajinagarcell 4690003300
distance 0.549 · cross-district
#9 · Washimcell 4990001207
distance 0.557 · cross-district
#10 · Solapurcell 4960001773
distance 0.563 · cross-district
#11 · Akolacell 4670002341
distance 0.564 · cross-district
#12 · Akolacell 4670003947
distance 0.565 · cross-district
#13 · Chandrapurcell 4730005688
distance 0.568 · cross-district
#14 · Chhatrapati Sambhajinagarcell 4690001432
distance 0.57 · cross-district
#15 · Yavatmalcell 5000003089
distance 0.57 · cross-district
#16 · Sataracell 4940000718
distance 0.572 · cross-district
#17 · Thanecell 4970000724
distance 0.589 · cross-district
#18 · Gondiacell 4760003625
distance 0.591 · 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":477,"cluster_id":4770002446}}}'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.