CLAIMBOUND / SOURCE-PUBLICATION EVIDENCE
Wages and pay
Every card identifies what it proves, what it does not prove, its exact quote, locator, source hash, and local rerun command.
1. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 22
Narrow public claim
All low income, lower-middle-income and upper-middle-income countries (as per the World Bank) are classified among emerging and developing economies (as per the IMF).
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 22- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t01_primary_claims.json --source-file <local-raw-pdf>Exact source quote
All low income, lower-middle-income and upper-middle-income countries (as per the World Bank) are classified among emerging and developing economies (as per the IMF).2. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 22
Narrow public claim
Examples of high-income countries that are not considered advanced economies – as they lack the diversified economy that characterizes an advanced economy – include Kuwait and Qatar.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 22- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t01_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Examples of high-income countries that are not considered advanced economies – as they lack the diversified economy that characterizes an advanced economy – include Kuwait and Qatar.3. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 22
Narrow public claim
The prevalence of extreme working poverty has declined from 27.6 per cent at the beginning of the century to 6.9 per cent in 2023 (ILO 2024b).
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 22- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t01_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The prevalence of extreme working poverty has declined from 27.6 per cent at the beginning of the century to 6.9 per cent in 2023 (ILO 2024b).4. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 32
Narrow public claim
The most recent figures for inflation in Türkiye are 72.3 per cent in 2022, 53.9 per cent in 2023 and 60.9 per cent in 2024.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 32- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t01_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The most recent figures for inflation in Türkiye are 72.3 per cent in 2022, 53.9 per cent in 2023 and 60.9 per cent in 2024.5. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 32
Narrow public claim
The figure is 0.1 percentage points higher than what estimated in the Global Wage Report 2022–23 using data for the first half of 2022.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 32- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t01_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The figure is 0.1 percentage points higher than what estimated in the Global Wage Report 2022–23 using data for the first half of 2022.6. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 32
Narrow public claim
While modest at the aggregate level, this revision is the result of important changes in the estimates for advanced G20 economies and emerging G20 economies, which ended up compensating for each other.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 32- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t01_primary_claims.json --source-file <local-raw-pdf>Exact source quote
While modest at the aggregate level, this revision is the result of important changes in the estimates for advanced G20 economies and emerging G20 economies, which ended up compensating for each other.7. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 32
Narrow public claim
Average real wage growth in advanced G20 economies has been revised downward by 0.6 percentage points, from –2.2 per cent to –2.8 per cent, while average real wage growth in emerging G20 economies has been revised upward by 1.0 per cent, going from 0.8 per cent to 1.8 per cent.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 32- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t01_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Average real wage growth in advanced G20 economies has been revised downward by 0.6 percentage points, from –2.2 per cent to –2.8 per cent, while average real wage growth in emerging G20 economies has been revised upward by 1.0 per cent, going from 0.8 per cent to 1.8 per cent.8. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 36
Narrow public claim
The most recent figures for inflation in Argentina are 72.4 per cent in 2022, 133.5 per cent in 2023 and 229.8 per cent in 2024.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 36- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t01_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The most recent figures for inflation in Argentina are 72.4 per cent in 2022, 133.5 per cent in 2023 and 229.8 per cent in 2024.9. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 39
Narrow public claim
Which of the two deflators is more appropriate depends on the end-use of the analysis, with CPI more accurately reflecting changes in the purchasing power of consumers.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 39- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t01_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Which of the two deflators is more appropriate depends on the end-use of the analysis, with CPI more accurately reflecting changes in the purchasing power of consumers.10. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 39
Narrow public claim
This also means that as long as the same deflator is used consistently over time, the overall conclusion remains that the gap between productivity and wages persists over time.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 39- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t01_primary_claims.json --source-file <local-raw-pdf>Exact source quote
This also means that as long as the same deflator is used consistently over time, the overall conclusion remains that the gap between productivity and wages persists over time.11. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 40
Narrow public claim
Both the real wage and productivity indices are calculated as weighted averages using countries’ populations as weights so that larger countries have a greater impact at each point estimate.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 40- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t02_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Both the real wage and productivity indices are calculated as weighted averages using countries’ populations as weights so that larger countries have a greater impact at each point estimate.12. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 46
Narrow public claim
The Arab States were excluded due to limited number of countries that have a statutory minimum wage.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 46- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t02_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The Arab States were excluded due to limited number of countries that have a statutory minimum wage.13. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 51
Narrow public claim
In selecting the latest year surveys, survey data available for the year 2020 has been avoided to ensure that the disruptions in data collection during the COVID-19 pandemic, or the outcomes that would have been reflected during that period, do not affect the global estimates, the latest estimates or estimates that analyse the evolution of wage and labour income inequality across time.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 51- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t02_primary_claims.json --source-file <local-raw-pdf>Exact source quote
In selecting the latest year surveys, survey data available for the year 2020 has been avoided to ensure that the disruptions in data collection during the COVID-19 pandemic, or the outcomes that would have been reflected during that period, do not affect the global estimates, the latest estimates or estimates that analyse the evolution of wage and labour income inequality across time.14. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 51
Narrow public claim
Otherwise, for countries where the available latest year survey data are for years before 2021, the available data considered ranges from roughly 2015 to 2019, with most of these countries providing survey data within the period circa 2017–19.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 51- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t02_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Otherwise, for countries where the available latest year survey data are for years before 2021, the available data considered ranges from roughly 2015 to 2019, with most of these countries providing survey data within the period circa 2017–19.15. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 52
Narrow public claim
When the coefficient is zero, this implies perfect equality (after being ranked, employees’ wages subsequently accumulate proportionately the same amount of earnings), whereas a value of 1 implies perfect inequality (after being ranked, most of employees’ wages subsequently accumulate almost nothing while one or a few people hoard all the wages earned in the population).
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 52- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t02_primary_claims.json --source-file <local-raw-pdf>Exact source quote
When the coefficient is zero, this implies perfect equality (after being ranked, employees’ wages subsequently accumulate proportionately the same amount of earnings), whereas a value of 1 implies perfect inequality (after being ranked, most of employees’ wages subsequently accumulate almost nothing while one or a few people hoard all the wages earned in the population).16. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 52
Narrow public claim
These ways of eliciting earnings, which are far less frequent, are often found in low- and lower-middle-income countries where wage work is far more precarious and payments for work do not occur on a regular basis.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 52- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t02_primary_claims.json --source-file <local-raw-pdf>Exact source quote
These ways of eliciting earnings, which are far less frequent, are often found in low- and lower-middle-income countries where wage work is far more precarious and payments for work do not occur on a regular basis.17. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 52
Narrow public claim
The measured D9/D1 ratio would therefore be driven by the higher incidence of women in part-time work.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 52- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t02_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The measured D9/D1 ratio would therefore be driven by the higher incidence of women in part-time work.18. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 52
Narrow public claim
In countries where women’s participation in paid wage employment is low or where part-time work is not common, this would not be a significant issue.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 52- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t02_primary_claims.json --source-file <local-raw-pdf>Exact source quote
In countries where women’s participation in paid wage employment is low or where part-time work is not common, this would not be a significant issue.19. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 52
Narrow public claim
But comparisons among countries would be impacted by the lack of information on hourly wages.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 52- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t02_primary_claims.json --source-file <local-raw-pdf>Exact source quote
But comparisons among countries would be impacted by the lack of information on hourly wages.20. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 53
Narrow public claim
Measures of inequality Low-paid wage workers are defined as those whose hourly wage falls below 50 per cent of the median hourly wage in a given country.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 53- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t02_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Measures of inequality Low-paid wage workers are defined as those whose hourly wage falls below 50 per cent of the median hourly wage in a given country.21. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 53
Narrow public claim
In most national surveys, hours are declared on a weekly basis – except for a few countries that provide monthly hours worked.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 53- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t03_primary_claims.json --source-file <local-raw-pdf>Exact source quote
In most national surveys, hours are declared on a weekly basis – except for a few countries that provide monthly hours worked.22. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 53
Narrow public claim
Therefore, for this report, the number of monthly hours worked is approximated by multiplying the total number of hours worked per week, as declared by the employee in the survey, by 52 weeks and then dividing by 12 months.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 53- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t03_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Therefore, for this report, the number of monthly hours worked is approximated by multiplying the total number of hours worked per week, as declared by the employee in the survey, by 52 weeks and then dividing by 12 months.23. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 53
Narrow public claim
For example, to determine the D9/D1 ratio, workers’ wages are first ranked from lowest to highest using the hourly wage.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 53- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t03_primary_claims.json --source-file <local-raw-pdf>Exact source quote
For example, to determine the D9/D1 ratio, workers’ wages are first ranked from lowest to highest using the hourly wage.24. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 53
Narrow public claim
In particular, the Gini coefficient has been excluded, despite its popularity, because irregularities across the wage distribution that characterize wage inequality are often missed when estimating such a measure: for example, when two Lorenz curves intersect, reflecting different patterns of wage distribution – including the possibility of changes for a country between periods – this can nevertheless result in very similar estimates of the Gini coefficient (see Atkinson 1975).
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 53- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t03_primary_claims.json --source-file <local-raw-pdf>Exact source quote
In particular, the Gini coefficient has been excluded, despite its popularity, because irregularities across the wage distribution that characterize wage inequality are often missed when estimating such a measure: for example, when two Lorenz curves intersect, reflecting different patterns of wage distribution – including the possibility of changes for a country between periods – this can nevertheless result in very similar estimates of the Gini coefficient (see Atkinson 1975).25. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 53
Narrow public claim
Furthermore, as a summary measure, the Gini coefficient is very sensitive to changes in the middle of the wage distribution, while not being as effective at capturing changes occurring at the extremes of the distribution where (wage) inequality is often more emphasized (see Hey and Lambeth 1980).
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 53- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t03_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Furthermore, as a summary measure, the Gini coefficient is very sensitive to changes in the middle of the wage distribution, while not being as effective at capturing changes occurring at the extremes of the distribution where (wage) inequality is often more emphasized (see Hey and Lambeth 1980).26. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 53
Narrow public claim
In the case of the Theil Index, its value is not always comparable across different units (such as across countries), whereas the value obtained when applying the measure does not by itself have a natural interpretation.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 53- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t03_primary_claims.json --source-file <local-raw-pdf>Exact source quote
In the case of the Theil Index, its value is not always comparable across different units (such as across countries), whereas the value obtained when applying the measure does not by itself have a natural interpretation.27. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 53
Narrow public claim
In fact, the Theil Index does not have a natural upper limit, and it is difficult to make policy statements without a clear reference point – the same problem applies in the case of the coefficient of variation.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 53- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t03_primary_claims.json --source-file <local-raw-pdf>Exact source quote
In fact, the Theil Index does not have a natural upper limit, and it is difficult to make policy statements without a clear reference point – the same problem applies in the case of the coefficient of variation.28. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 53
Narrow public claim
On the other hand, measures that compare portions of the wage distribution (such as, the Palma ratio) or the ratio between quantiles (for example, deciles) provide an effective but simple way to examine inequality.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 53- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t03_primary_claims.json --source-file <local-raw-pdf>Exact source quote
On the other hand, measures that compare portions of the wage distribution (such as, the Palma ratio) or the ratio between quantiles (for example, deciles) provide an effective but simple way to examine inequality.29. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 66
Narrow public claim
The deciles are obtained by ranking the wages of workers using hourly wages, and the total wage bill is obtained by adding up the hourly wages of workers in each decile.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 66- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t03_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The deciles are obtained by ranking the wages of workers using hourly wages, and the total wage bill is obtained by adding up the hourly wages of workers in each decile.30. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 68
Narrow public claim
The annualized growth rate is then calculated by smoothing the total growth rate between periods using the formula for average constant growth rate (ACGR).
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 68- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t03_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The annualized growth rate is then calculated by smoothing the total growth rate between periods using the formula for average constant growth rate (ACGR).31. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 68
Narrow public claim
This value is read as “the average increase in the value of the given measure on an annualized basis expressed as per cent”.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 68- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t04_primary_claims.json --source-file <local-raw-pdf>Exact source quote
This value is read as “the average increase in the value of the given measure on an annualized basis expressed as per cent”.32. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 74
Narrow public claim
This was done with wage data for the two separate time points, namely 2006 and 2021 (or closest available years).
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 74- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t04_primary_claims.json --source-file <local-raw-pdf>Exact source quote
This was done with wage data for the two separate time points, namely 2006 and 2021 (or closest available years).33. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 76
Narrow public claim
Some multilateral institutions, in particular the IMF, use the annual World Inequality Report to feed into the discussion on global inequalities, thus providing empirical evidence for their daily operations (see, for example, Stanley 2022).
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 76- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t04_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Some multilateral institutions, in particular the IMF, use the annual World Inequality Report to feed into the discussion on global inequalities, thus providing empirical evidence for their daily operations (see, for example, Stanley 2022).34. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 76
Narrow public claim
For comparability across countries, FTE monthly wages are obtained using a standardized formula that multiplies hourly wages by 40×52 and dividing by 12, to reflect a 40-hour working week.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 76- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t04_primary_claims.json --source-file <local-raw-pdf>Exact source quote
For comparability across countries, FTE monthly wages are obtained using a standardized formula that multiplies hourly wages by 40×52 and dividing by 12, to reflect a 40-hour working week.35. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 77
Narrow public claim
The global wage distribution is based on FTE monthly wages expressed in 2021 international US$.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 77- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t04_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The global wage distribution is based on FTE monthly wages expressed in 2021 international US$.36. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 77
Narrow public claim
For comparability across countries, FTE monthly wages were obtained by multiplying hourly wages by 40×52 and dividing by 12, to reflect a 40-hour working week.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 77- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t04_primary_claims.json --source-file <local-raw-pdf>Exact source quote
For comparability across countries, FTE monthly wages were obtained by multiplying hourly wages by 40×52 and dividing by 12, to reflect a 40-hour working week.37. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 77
Narrow public claim
Thus, in a first step, the wages of all employees were adjusted using inflation to reflect the levels that would have been found in 2021, which was established as the reference year.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 77- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t04_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Thus, in a first step, the wages of all employees were adjusted using inflation to reflect the levels that would have been found in 2021, which was established as the reference year.38. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 77
Narrow public claim
The assumption behind this adjustment is that wages have evolved at the same pace as inflation, where the latter is measured using each country’s CPI.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 77- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t04_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The assumption behind this adjustment is that wages have evolved at the same pace as inflation, where the latter is measured using each country’s CPI.39. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 77
Narrow public claim
There are only a few countries for which data were collected in 2022 or later, which is the period where inflation peaked and the assumption of wages growing in line with inflation might be more problematic. ▶ The second step involved adjusting the number of wage workers to what was observed in 2021 for countries whose survey data are not from 2021.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 77- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t04_primary_claims.json --source-file <local-raw-pdf>Exact source quote
There are only a few countries for which data were collected in 2022 or later, which is the period where inflation peaked and the assumption of wages growing in line with inflation might be more problematic. ▶ The second step involved adjusting the number of wage workers to what was observed in 2021 for countries whose survey data are not from 2021.40. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 77
Narrow public claim
This was done by weighting each wage worker in each of these countries by the rate of growth (or decline) in wage employment between the survey year and the year 2021. ▶ The third step entailed adjusting wages to account for differences in purchasing power by using the PPP conversion factor for private consumption (local currency unit per 2021 international US$). ▶ The fourth and final step was to weight the wage of each employee according to their survey weight.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 77- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t04_primary_claims.json --source-file <local-raw-pdf>Exact source quote
This was done by weighting each wage worker in each of these countries by the rate of growth (or decline) in wage employment between the survey year and the year 2021. ▶ The third step entailed adjusting wages to account for differences in purchasing power by using the PPP conversion factor for private consumption (local currency unit per 2021 international US$). ▶ The fourth and final step was to weight the wage of each employee according to their survey weight.41. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 77
Narrow public claim
The two first steps described above were followed to construct the 2006 global wage distribution that is compared with the 2021 global wage distribution in section 7.3 – namely, adjustments to reflect the wage levels and number of employees in 2006, in cases where data were collected in a different year.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 77- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t05_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The two first steps described above were followed to construct the 2006 global wage distribution that is compared with the 2021 global wage distribution in section 7.3 – namely, adjustments to reflect the wage levels and number of employees in 2006, in cases where data were collected in a different year.42. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 77
Narrow public claim
Then, to compare numbers in real terms, the wages in 2006 were adjusted for inflation to reflect their purchasing power in 2021.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 77- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t05_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Then, to compare numbers in real terms, the wages in 2006 were adjusted for inflation to reflect their purchasing power in 2021.43. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 77
Narrow public claim
Finally, for each country, wages were divided by the 2021 PPP to reflect their value in 2021 international US$.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 77- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t05_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Finally, for each country, wages were divided by the 2021 PPP to reflect their value in 2021 international US$.44. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 77
Narrow public claim
Considering that wage workers are far more prevalent in high-income countries, this country income group has a significant impact at determining the probability of finding wage workers at all bins across the wage distribution, including in the lowest bins, where high-income countries have a relatively small (overall) representation in the global distribution.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 77- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t05_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Considering that wage workers are far more prevalent in high-income countries, this country income group has a significant impact at determining the probability of finding wage workers at all bins across the wage distribution, including in the lowest bins, where high-income countries have a relatively small (overall) representation in the global distribution.45. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 79
Narrow public claim
Note that while the global wage distribution is constructed using FTE monthly earnings, which is equivalent to using hourly wages, the total wage bills (TWBs) used for this table are based on actual monthly earnings, which are what wage earners accumulate at the end of a given working period.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 79- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t05_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Note that while the global wage distribution is constructed using FTE monthly earnings, which is equivalent to using hourly wages, the total wage bills (TWBs) used for this table are based on actual monthly earnings, which are what wage earners accumulate at the end of a given working period.46. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 87
Narrow public claim
There are several reasons which explain this discrepancy: – While the methodology behind the estimate in Part I accounts for missing countries, the estimate provided here does not and hence the two samples are not directly comparable. – The methodologies used to weigh countries also differ.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 87- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t05_primary_claims.json --source-file <local-raw-pdf>Exact source quote
There are several reasons which explain this discrepancy: – While the methodology behind the estimate in Part I accounts for missing countries, the estimate provided here does not and hence the two samples are not directly comparable. – The methodologies used to weigh countries also differ.47. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 87
Narrow public claim
While the methodology in Part I considers both the population of wage employees and the productivity levels to determine the weights, the estimate in this section only takes into account the former aspect. – While the estimates in Part I are obtained from official records, which normally exclude informal employment, the surveys used in Part II, with few exceptions, include wages of employees in the informal economy.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 87- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t05_primary_claims.json --source-file <local-raw-pdf>Exact source quote
While the methodology in Part I considers both the population of wage employees and the productivity levels to determine the weights, the estimate in this section only takes into account the former aspect. – While the estimates in Part I are obtained from official records, which normally exclude informal employment, the surveys used in Part II, with few exceptions, include wages of employees in the informal economy.48. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 87
Narrow public claim
Lower wage growth in the informal economy might contribute to explain the lower estimate in this section. – Finally, while the aim was to use data for 2006 and 2021 to construct the global wage distribution at the two points in time, for several countries this was not possible due to surveys not being available for the specific years.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 87- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t05_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Lower wage growth in the informal economy might contribute to explain the lower estimate in this section. – Finally, while the aim was to use data for 2006 and 2021 to construct the global wage distribution at the two points in time, for several countries this was not possible due to surveys not being available for the specific years.49. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 87
Narrow public claim
For many countries the lag between the surveys is actually shorter and it was assumed that wages grew in line with the national CPI in the period not covered, which implies zero wage growth in this time frame.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 87- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t05_primary_claims.json --source-file <local-raw-pdf>Exact source quote
For many countries the lag between the surveys is actually shorter and it was assumed that wages grew in line with the national CPI in the period not covered, which implies zero wage growth in this time frame.50. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 88
Narrow public claim
Percentiles are defined independently along the wage distributions at the two points in time based on hourly wages.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 88- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t05_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Percentiles are defined independently along the wage distributions at the two points in time based on hourly wages.51. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 88
Narrow public claim
The “elephant curve” The “elephant curve” is a graph that was first devised by Christoph Lakner and Branko Milanovic in 2013 and published in 2016, and it illustrates the uneven growth experienced by different income groups between and 2008.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 88- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t06_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The “elephant curve” The “elephant curve” is a graph that was first devised by Christoph Lakner and Branko Milanovic in 2013 and published in 2016, and it illustrates the uneven growth experienced by different income groups between and 2008.52. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 88
Narrow public claim
The main message conveyed by their elephant curve chart was that individuals in the lowest per cent of the global income distribution together with individuals located between the eighth and ninth decile experienced the lowest relative increase in their income over that period.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 88- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t06_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The main message conveyed by their elephant curve chart was that individuals in the lowest per cent of the global income distribution together with individuals located between the eighth and ninth decile experienced the lowest relative increase in their income over that period.53. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 88
Narrow public claim
PPP hourly wages between 2006 and 2021 shows the total change accumulated during the 15-year interval – and not the annualized change as was displayed in previous figures.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 88- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t06_primary_claims.json --source-file <local-raw-pdf>Exact source quote
PPP hourly wages between 2006 and 2021 shows the total change accumulated during the 15-year interval – and not the annualized change as was displayed in previous figures.54. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 90
Narrow public claim
Looking at the global wage distribution first, we can observe that wage inequality decreased over all.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 90- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t06_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Looking at the global wage distribution first, we can observe that wage inequality decreased over all.55. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 92
Narrow public claim
Survey data for Chile and Uruguay provide the employment status of all workers (wage and non-wage), as well as earnings for all of them irrespective of status in employment.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 92- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t06_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Survey data for Chile and Uruguay provide the employment status of all workers (wage and non-wage), as well as earnings for all of them irrespective of status in employment.56. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 92
Narrow public claim
The Canadian LFS and the US-CPS provide information to identify the status of employment of all workers, but do not provide information on the earnings of non-wage workers.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 92- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t06_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The Canadian LFS and the US-CPS provide information to identify the status of employment of all workers, but do not provide information on the earnings of non-wage workers.57. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 92
Narrow public claim
The EU-SES is an employer–employee match dataset, and therefore does not include information from non-wage workers in Europe.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 92- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t06_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The EU-SES is an employer–employee match dataset, and therefore does not include information from non-wage workers in Europe.58. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 92
Narrow public claim
Considering that beyond section 8.2 the objective is to compare wage versus non-wage inequality, this report did not pursuit the idea of estimating labour income inequality using the EU-SILC for countries in Europe.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 92- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t06_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Considering that beyond section 8.2 the objective is to compare wage versus non-wage inequality, this report did not pursuit the idea of estimating labour income inequality using the EU-SILC for countries in Europe.59. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 97
Narrow public claim
Similarly, the tenth decile is split into two parts to show the distribution for: (i) the 100th centile (top 1 per cent) and the 91st through 99th centiles.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 97- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t06_primary_claims.json --source-file <local-raw-pdf>Exact source quote
Similarly, the tenth decile is split into two parts to show the distribution for: (i) the 100th centile (top 1 per cent) and the 91st through 99th centiles.60. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 99
Narrow public claim
For example, in the case of the Gambia, and continuing with the same example in D2, the share of all wage workers, the share of all own-account workers and the share of all employers in that decile of the population are 30.6 per cent, 66.5 per cent and 2.9 per cent, respectively.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 99- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t06_primary_claims.json --source-file <local-raw-pdf>Exact source quote
For example, in the case of the Gambia, and continuing with the same example in D2, the share of all wage workers, the share of all own-account workers and the share of all employers in that decile of the population are 30.6 per cent, 66.5 per cent and 2.9 per cent, respectively.61. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 106
Narrow public claim
This allows for comparing the wage workers row and the “all workers” row in the table, as they are based on the same set of countries.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 106- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t07_primary_claims.json --source-file <local-raw-pdf>Exact source quote
This allows for comparing the wage workers row and the “all workers” row in the table, as they are based on the same set of countries.62. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 107
Narrow public claim
When wage and non-wage workers are put together in a single distribution, the median is bound to change when compared to that observed among wage workers only.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 107- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t07_primary_claims.json --source-file <local-raw-pdf>Exact source quote
When wage and non-wage workers are put together in a single distribution, the median is bound to change when compared to that observed among wage workers only.63. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 107
Narrow public claim
We could estimate the share of low-paid workers for each of the two groups separately and then take the (weighted) average of the two to come up with a measure of low-paid among all workers, but this would not be the same as “treating all workers as if describing a single labour income distribution”, which is a final objective if what we want is to study “by how much does inequality change if we add non-wage workers into the estimation”.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 107- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t07_primary_claims.json --source-file <local-raw-pdf>Exact source quote
We could estimate the share of low-paid workers for each of the two groups separately and then take the (weighted) average of the two to come up with a measure of low-paid among all workers, but this would not be the same as “treating all workers as if describing a single labour income distribution”, which is a final objective if what we want is to study “by how much does inequality change if we add non-wage workers into the estimation”.64. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 107
Narrow public claim
That is, in these six countries wage workers earn, on average, at or below non-wage workers.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 107- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t07_primary_claims.json --source-file <local-raw-pdf>Exact source quote
That is, in these six countries wage workers earn, on average, at or below non-wage workers.65. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 112
Narrow public claim
The annualized growth rate is then calculated by smoothing the total growth rate between periods using the formula for ACGR.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 112- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t07_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The annualized growth rate is then calculated by smoothing the total growth rate between periods using the formula for ACGR.66. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 112
Narrow public claim
If Y1 is the value in the latest year, and Y0 is the value in the earliest year, and the value T is the number of years between the earliest year and latest year, the ACGR is estimated as ([(Y1/Y0)^(1/T)]-1)x100.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 112- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t07_primary_claims.json --source-file <local-raw-pdf>Exact source quote
If Y1 is the value in the latest year, and Y0 is the value in the earliest year, and the value T is the number of years between the earliest year and latest year, the ACGR is estimated as ([(Y1/Y0)^(1/T)]-1)x100.67. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 112
Narrow public claim
This value is read as “the average increase in the value of the given measure on an annual basis expressed as per cent”.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 112- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t07_primary_claims.json --source-file <local-raw-pdf>Exact source quote
This value is read as “the average increase in the value of the given measure on an annual basis expressed as per cent”.68. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 112
Narrow public claim
The countries in each of the charts in this figure are organized in ascending order based on the degree to which the share of low-paid workers among wage workers has increased.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 112- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t07_primary_claims.json --source-file <local-raw-pdf>Exact source quote
The countries in each of the charts in this figure are organized in ascending order based on the degree to which the share of low-paid workers among wage workers has increased.69. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 127
Narrow public claim
For consistency across different estimates of the D-ratios in this appendix, these countries are not included in figures A2.1 to A2.4.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 127- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t07_primary_claims.json --source-file <local-raw-pdf>Exact source quote
For consistency across different estimates of the D-ratios in this appendix, these countries are not included in figures A2.1 to A2.4.70. ILO Global Wage Report 2024-25: Is wage inequality decreasing globally? · PDF page 128
Narrow public claim
For consistency across different estimates of the D-rations in this appendix, these countries are not included in any of the figures A2.1 to A2.4.
What this card proves
The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.
What this card does not prove
It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.
- Primary source
- ILO Global Wage Report 2024-25: Is wage inequality decreasing globally?
- Section locator
PDF page 128- Captured
- 2026-09-07
- Source SHA-256
d83110c6170796752fa906a3b80d3d3734836268b621bf318d33be61f609b876- Reproduction
- Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally
Download the PDF to a local file, then run the committed verifier. A changed PDF is reported as drift rather than silently accepted.
python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom096_t07_primary_claims.json --source-file <local-raw-pdf>Exact source quote
For consistency across different estimates of the D-rations in this appendix, these countries are not included in any of the figures A2.1 to A2.4.