Dev claim · claim-1113 · #53 of 154
“This means the jet stream meanders more, with big loops bringing warm air to the frozen north and cold air into warmer southern climes.””
Claim tags (sorted stems; highlighted when a passage shares them)
- air
- air
- big
- bring
- clime
- cold
- frozen
- jet
- loop
- mean
- meander
- north
- southern
- stream
- warm
- warmer
The model’s verdict
The Transformer retrained from the notebook (the 2024 weights were never saved), shown three ways. The first is how the notebook evaluated it.
Notebook protocol
Dev claims predicted in batches of 16, in file order, from the 2024 retrieved evidence, as the notebook does.
- Supports
- 4.1%
- Refutes
- 0.9%
- Not enough info
- 93.0%
- Disputed
- 2.0%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 19.8%
- Refutes
- 3.7%
- Not enough info
- 62.0%
- Disputed
- 14.4%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 61.6%
- Refutes
- 27.9%
- Not enough info
- 1.5%
- Disputed
- 8.9%
Retrieved vs gold evidence
Gold passages were picked by the dataset’s annotators. Retrieved passages are what the TF-IDF rule returned from all 1.19M passages. Switch between the submitted 2024 output and the re-runs.
2024 submission
The passages the team actually retrieved and submitted in 2024 (their saved output file). The file records only passage ids, so scores are recomputed with the submission rule.
- Path
- not recorded
- Found
- 1 of 1 gold
- P
- 0.17
- R
- 1.00
- F
- 0.29
#1evidence-985207 Bar Point is a suburb of the Central Coast region of New South Wales, Australia, located on the north bank of the Hawkesbury River 53 km north of Sydney.
- north (shared with the claim)
- cos
- 0.321
- overlap
- 1.000
- score
- 1.321
- shared
- 1
#2evidence-914934 Malkumba-Coongie Lakes National Park is a protected area located in the north-east of South Australia about 110 km north-west of Innamincka.
- north (shared with the claim)
- cos
- 0.321
- overlap
- 1.000
- score
- 1.321
- shared
- 1
#3evidence-549117 The more than 100 known species of newts are found in North America, Europe, North Africa and Asia.
- north (shared with the claim)
- cos
- 0.321
- overlap
- 1.000
- score
- 1.321
- shared
- 1
#4evidence-729183 2 : Hummingbird Air, InterCaribbean Airways, North Wright Airways and Orca Airways
- north (shared with the claim)
- wright
- airway
- air (shared with the claim)
- cos
- 0.727
- overlap
- 0.500
- score
- 1.227
- shared
- 2
#5evidence-459315 gold evidence This jet stream instability brings warm air north as well as cold air south.
- warm (shared with the claim)
- air (shared with the claim)
- north (shared with the claim)
- south
- cold (shared with the claim)
- stream (shared with the claim)
- bring (shared with the claim)
- instabl
- well
- jet (shared with the claim)
- cos
- 0.515
- overlap
- 0.700
- score
- 1.215
- shared
- 7
#6evidence-48221 O'Hare Air Reserve Station is a former United States Air Force base, located at O'Hare International Airport.
- air (shared with the claim)
- hare
- cos
- 0.693
- overlap
- 0.500
- score
- 1.193
- shared
- 1
Gold evidence (1)
evidence-459315 This jet stream instability brings warm air north as well as cold air south.
- warm (shared with the claim)
- air (shared with the claim)
- north (shared with the claim)
- south
- cold (shared with the claim)
- stream (shared with the claim)
- bring (shared with the claim)
- instabl
- well
- jet (shared with the claim)