Dev claim · claim-1259 · #105 of 154
“While the north-east, midwest and upper great plains have experienced a 30% increase in heavy rainfall episodes – considered once-in-every-five year downpours – parts of the west, particularly California, have been parched by drought.”
Claim tags (sorted stems; highlighted when a passage shares them)
- california
- consid
- downpour
- drought
- east
- episod
- everi
- experienc
- five
- great
- heavi
- increas
- midwest
- north
- parch
- part
- particularli
- plain
- rainfal
- upper
- west
- year
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
- 20.6%
- Refutes
- 5.5%
- Not enough info
- 66.8%
- Disputed
- 7.1%
One claim at a time
The same model run on a single claim, which is how the Try-it page runs it.
- Supports
- 37.1%
- Refutes
- 10.6%
- Not enough info
- 39.9%
- Disputed
- 12.5%
With gold evidence
Fed the human-annotated evidence instead of retrieved passages. This is the 'val accuracy' the training loop reports.
- Supports
- 35.0%
- Refutes
- 10.3%
- Not enough info
- 43.2%
- Disputed
- 11.4%
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
- 0 of 4 gold
- P
- 0.00
- R
- 0.00
- F
- 0.00
#1evidence-1131976 To the east is North Witham, to the north, Stainby, and to the west, Sewstern.
- west (shared with the claim)
- north (shared with the claim)
- east (shared with the claim)
- cos
- 0.448
- overlap
- 1.000
- score
- 1.448
- shared
- 3
#2evidence-1050158 To the west are Kelvindale and Kelvinside, and to the east Firhill and Woodside.
- west (shared with the claim)
- east (shared with the claim)
- cos
- 0.371
- overlap
- 1.000
- score
- 1.371
- shared
- 2
#3evidence-1178609 From east to west:
- west (shared with the claim)
- east (shared with the claim)
- cos
- 0.371
- overlap
- 1.000
- score
- 1.371
- shared
- 2
#4evidence-955866 In the east, Awkuzu and in the west, Ogbunike.
- west (shared with the claim)
- east (shared with the claim)
- cos
- 0.371
- overlap
- 1.000
- score
- 1.371
- shared
- 2
#5evidence-27929 ``Birthright'' is the 16th and 17th episodes of the sixth season of the American science fiction television series Star Trek : The Next Generation, the 142nd and 143rd episodes overall.
- episod (shared with the claim)
- cos
- 0.290
- overlap
- 1.000
- score
- 1.290
- shared
- 1
#6evidence-1020454 ``Starship Mine'' is the 144th episode of the American science fiction television series Star Trek : The Next Generation, the 18th episode of the sixth season.
- episod (shared with the claim)
- cos
- 0.290
- overlap
- 1.000
- score
- 1.290
- shared
- 1
Gold evidence (4)
evidence-17722 Water use and conservation in California is a politically divisive issue, as the state experiences periodic droughts and has to balance the demands of its large agricultural and urban sectors, especially in the arid southern portion of the state.
- balanc
- urban
- state
- portion
- arid
- demand
- especi
- sector
- drought (shared with the claim)
evidence-1023411 The valley experienced a severe drought from 2011 to 2017.
- valley
- sever
- drought (shared with the claim)
- experienc (shared with the claim)
evidence-443760 By August 2014, a three-year drought was prompting changes to the agriculture industry in the valley.
- drought (shared with the claim)
- prompt
- chang
- industri
- agricultur
- august
- valley
- three
- year (shared with the claim)
evidence-948853 Drought is much more common in the West than the rest of the United States.
- much
- rest
- state
- unit
- west (shared with the claim)
- common
- drought (shared with the claim)