CLAIMBOUND / SOURCE-PUBLICATION EVIDENCE

Universities

70 distinct source statements, not 70 independently proven facts. 70 results use an official primary source; 0 retain their explicitly limited Wikidata publication boundary.

Every card identifies what it proves, what it does not prove, its exact quote, locator, source hash, and local rerun command.

70 / 70primary-source statements
0 / 70independent ClaimBound reruns
CB7K-DOM087-C01registry slot CB7K-DOM087-T01-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

1. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 20

Narrow public claim

Educational attainment remains high, but unequal opportunities persist With 48% of young adults holding a tertiary qualification across the OECD countries, educational attainment is higher than ever.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 20
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
Maintainer run only; no independent operator rerun is registered.
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Exact source quote
Educational attainment remains high, but unequal opportunities persist With 48% of young adults holding a tertiary qualification across the OECD countries, educational attainment is higher than ever.
CB7K-DOM087-C02registry slot CB7K-DOM087-T01-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

2. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 20

Narrow public claim

On average across the OECD, only 26% of young adults whose parents did not complete upper secondary education hold a tertiary qualification, compared to 70% of young adults with at least one tertiary educated parent.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 20
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally

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Exact source quote
On average across the OECD, only 26% of young adults whose parents did not complete upper secondary education hold a tertiary qualification, compared to 70% of young adults with at least one tertiary educated parent.
CB7K-DOM087-C03registry slot CB7K-DOM087-T01-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

3. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 21

Narrow public claim

Newly collected data from over 30 OECD and partner countries show that only 43% of new entrants to bachelor’s programmes graduate within the expected programme duration; this rises to 59% after an additional year and 70% after three additional 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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 21
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally

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Exact source quote
Newly collected data from over 30 OECD and partner countries show that only 43% of new entrants to bachelor’s programmes graduate within the expected programme duration; this rises to 59% after an additional year and 70% after three additional years.
CB7K-DOM087-C04registry slot CB7K-DOM087-T01-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

4. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 21

Narrow public claim

Completion rates are particularly low among men, with only 63% completing a bachelor’s degree within three years beyond the expected end date, compared to 75% of women.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 21
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally

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Exact source quote
Completion rates are particularly low among men, with only 63% completing a bachelor’s degree within three years beyond the expected end date, compared to 75% of women.
CB7K-DOM087-C05registry slot CB7K-DOM087-T01-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

5. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 22

Narrow public claim

Sixteen out of 28 countries and economies with available data offer dedicated alternative pathways for individuals changing careers.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 22
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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.

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Exact source quote
Sixteen out of 28 countries and economies with available data offer dedicated alternative pathways for individuals changing careers.
CB7K-DOM087-C06registry slot CB7K-DOM087-T01-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

6. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 25

Narrow public claim

This chapter uses data from both Cycle 1 (2012-15) and Cycle 2 (2023) of the Survey of Adult Skills to provide a cross-national and longitudinal perspective on adult proficiency, particularly in literacy.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 25
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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.

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Exact source quote
This chapter uses data from both Cycle 1 (2012-15) and Cycle 2 (2023) of the Survey of Adult Skills to provide a cross-national and longitudinal perspective on adult proficiency, particularly in literacy.
CB7K-DOM087-C07registry slot CB7K-DOM087-T01-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

7. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 25

Narrow public claim

Among foreign-born adults of foreign-born parents, those who speak the language of the host country at home scored on average 247 points in literacy proficiency (a 19 point gap compared to native-born adults) while those who do not scored 229 points (a 38 point gap).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 25
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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_dom087_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Among foreign-born adults of foreign-born parents, those who speak the language of the host country at home scored on average 247 points in literacy proficiency (a 19 point gap compared to native-born adults) while those who do not scored 229 points (a 38 point gap).
CB7K-DOM087-C08registry slot CB7K-DOM087-T01-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

8. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 26

Narrow public claim

Comparisons between Cycle 1 (2012-15) and Cycle 2 (2023) of the Survey of Adult Skills show that gaps in proficiency have persisted or even widened in several countries, particularly across socio-economic and generational lines.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 26
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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_dom087_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Comparisons between Cycle 1 (2012-15) and Cycle 2 (2023) of the Survey of Adult Skills show that gaps in proficiency have persisted or even widened in several countries, particularly across socio-economic and generational lines.
CB7K-DOM087-C09registry slot CB7K-DOM087-T01-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

9. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 27

Narrow public claim

For instance, if someone scores 240 points in literacy and 260 points in numeracy, it would be incorrect to conclude that they are “better at numeracy than at literacy” or that they possess greater numeracy skills than literacy ones (OECD, 2025[2]).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 27
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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_dom087_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
For instance, if someone scores 240 points in literacy and 260 points in numeracy, it would be incorrect to conclude that they are “better at numeracy than at literacy” or that they possess greater numeracy skills than literacy ones (OECD, 2025[2]).
CB7K-DOM087-C10registry slot CB7K-DOM087-T01-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

10. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 27

Narrow public claim

Numeracy proficiency is strongly linked to employment, earnings and job quality across countries and population groups, even after adjusting for educational attainment (OECD, 2024[1]).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 27
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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_dom087_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Numeracy proficiency is strongly linked to employment, earnings and job quality across countries and population groups, even after adjusting for educational attainment (OECD, 2024[1]).
CB7K-DOM087-C11registry slot CB7K-DOM087-T02-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

11. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 28

Narrow public claim

Six proficiency levels are defined for literacy and numeracy (Levels 1 through 5 plus below Level 1) and five for problem solving in technology-rich environments (Levels 1 through 4 plus below Level 1).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 28
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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.

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Exact source quote
Six proficiency levels are defined for literacy and numeracy (Levels 1 through 5 plus below Level 1) and five for problem solving in technology-rich environments (Levels 1 through 4 plus below Level 1).
CB7K-DOM087-C12registry slot CB7K-DOM087-T02-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

12. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 29

Narrow public claim

Similarly to literacy, Finland and Japan report the highest numeracy scores, averaging at or above 290 points, and a majority of their adult populations score at or above Level 3.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 29
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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.

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Exact source quote
Similarly to literacy, Finland and Japan report the highest numeracy scores, averaging at or above 290 points, and a majority of their adult populations score at or above Level 3.
CB7K-DOM087-C13registry slot CB7K-DOM087-T02-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

13. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 30

Narrow public claim

The share of those scoring at or above Level 3 is 60% among tertiary-educated adults, but only 12% among those with below upper secondary attainment.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 30
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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.

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Exact source quote
The share of those scoring at or above Level 3 is 60% among tertiary-educated adults, but only 12% among those with below upper secondary attainment.
CB7K-DOM087-C14registry slot CB7K-DOM087-T02-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

14. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 30

Narrow public claim

In contrast, countries such as Chile, Switzerland and the United States have much lower literacy scores among adults with below upper secondary education and over 70% of low-educated adults at or below Level 1.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 30
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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_dom087_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
In contrast, countries such as Chile, Switzerland and the United States have much lower literacy scores among adults with below upper secondary education and over 70% of low-educated adults at or below Level 1.
CB7K-DOM087-C15registry slot CB7K-DOM087-T02-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

15. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 31

Narrow public claim

This is true across different levels of educational attainment, with young adults (25-34 year-olds) scoring on average 15 points higher than older adults (45-54 year-olds).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 31
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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_dom087_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
This is true across different levels of educational attainment, with young adults (25-34 year-olds) scoring on average 15 points higher than older adults (45-54 year-olds).
CB7K-DOM087-C16registry slot CB7K-DOM087-T02-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

16. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 31

Narrow public claim

In Germany and Switzerland, the gap is over 99 score points between young adults with tertiary education and those with below upper secondary education, showing pronounced inequalities in proficiency outcomes linked to educational background.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 31
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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_dom087_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
In Germany and Switzerland, the gap is over 99 score points between young adults with tertiary education and those with below upper secondary education, showing pronounced inequalities in proficiency outcomes linked to educational background.
CB7K-DOM087-C17registry slot CB7K-DOM087-T02-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

17. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 32

Narrow public claim

Gender differences in literacy skills Gender differences in proficiency are generally small across OECD countries (OECD, 2024[1]).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 32
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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_dom087_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Gender differences in literacy skills Gender differences in proficiency are generally small across OECD countries (OECD, 2024[1]).
CB7K-DOM087-C18registry slot CB7K-DOM087-T02-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

18. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 32

Narrow public claim

The largest education-related proficiency gaps are observed in Germany, Switzerland and the United States, where differences exceed 106 points for men and 97 points for women.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 32
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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_dom087_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The largest education-related proficiency gaps are observed in Germany, Switzerland and the United States, where differences exceed 106 points for men and 97 points for women.
CB7K-DOM087-C19registry slot CB7K-DOM087-T02-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

19. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 34

Narrow public claim

The decline in literacy proficiency is most pronounced among those with below upper secondary education, where proficiency scores fell by an average of 17 points for younger adults and 20 points for older adults.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 34
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
The decline in literacy proficiency is most pronounced among those with below upper secondary education, where proficiency scores fell by an average of 17 points for younger adults and 20 points for older adults.
CB7K-DOM087-C20registry slot CB7K-DOM087-T02-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

20. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 34

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These findings confirm the general pattern of skill attrition with age, which may reflect both natural cognitive decline and reduced opportunities for skill use (OECD, 2019[5]).

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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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 34
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
These findings confirm the general pattern of skill attrition with age, which may reflect both natural cognitive decline and reduced opportunities for skill use (OECD, 2019[5]).
CB7K-DOM087-C21registry slot CB7K-DOM087-T03-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

21. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 35

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Although about one-third of the items used in Cycle 2 were trend items used in Cycle 1, the same score does not have exactly the same meaning in both cycles.

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.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 35
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
Although about one-third of the items used in Cycle 2 were trend items used in Cycle 1, the same score does not have exactly the same meaning in both cycles.
CB7K-DOM087-C22registry slot CB7K-DOM087-T03-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

22. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 35

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Doorstep interviews In Cycle 2, respondents who could not complete the background questionnaire due to language barriers were administered a short, self-completed doorstep interview available in over 40 languages.

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.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 35
Captured
2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
Doorstep interviews In Cycle 2, respondents who could not complete the background questionnaire due to language barriers were administered a short, self-completed doorstep interview available in over 40 languages.
CB7K-DOM087-C23registry slot CB7K-DOM087-T03-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

23. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 36

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On average across participating OECD countries and economies, native-born adults with native-born parents averaged 266 score points in literacy, while foreign-born adults with foreign-born parents score averaged 247 points if they speak the host country language at home (a 19 point gap) and 229 points if they do not (a 38 point gap).

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.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 36
Captured
2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
On average across participating OECD countries and economies, native-born adults with native-born parents averaged 266 score points in literacy, while foreign-born adults with foreign-born parents score averaged 247 points if they speak the host country language at home (a 19 point gap) and 229 points if they do not (a 38 point gap).
CB7K-DOM087-C24registry slot CB7K-DOM087-T03-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

24. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 38

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Numeracy Proficiency Levels Below Level 1: Tasks at this level require the respondent to carry out simple processes such as counting, sorting, performing basic arithmetic operations with whole numbers or understanding simple percentages, such as 50%.

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.

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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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 38
Captured
2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
Numeracy Proficiency Levels Below Level 1: Tasks at this level require the respondent to carry out simple processes such as counting, sorting, performing basic arithmetic operations with whole numbers or understanding simple percentages, such as 50%.
CB7K-DOM087-C25registry slot CB7K-DOM087-T03-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

25. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 40

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While only one round of the second cycle has been conducted so far (in 2022/23), the first cycle was carried out in three rounds: Round 1 in 2011/12, Round 2 in 2014/15 and Round 3 in 2017.

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.

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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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 40
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
While only one round of the second cycle has been conducted so far (in 2022/23), the first cycle was carried out in three rounds: Round 1 in 2011/12, Round 2 in 2014/15 and Round 3 in 2017.
CB7K-DOM087-C26registry slot CB7K-DOM087-T03-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

26. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 40

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The international report of the 2023 Survey of Adult Skills analyses skills more comprehensively also focusing on a larger age range covering the population aged 16-65, while this Chapter mainly refers to adults aged 25 to 64.

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.

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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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 40
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
The international report of the 2023 Survey of Adult Skills analyses skills more comprehensively also focusing on a larger age range covering the population aged 16-65, while this Chapter mainly refers to adults aged 25 to 64.
CB7K-DOM087-C27registry slot CB7K-DOM087-T03-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

27. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 43

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Columns showing data for 35-44 and 55-64 year-olds, and for all levels of education are available for consultation on line.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 43
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Columns showing data for 35-44 and 55-64 year-olds, and for all levels of education are available for consultation on line.
CB7K-DOM087-C28registry slot CB7K-DOM087-T03-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

28. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 43

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Columns showing data for 35-44, 45-54 and 55-64 year-olds, and for all levels of education are available for consultation on line.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 43
Captured
2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Columns showing data for 35-44, 45-54 and 55-64 year-olds, and for all levels of education are available for consultation on line.
CB7K-DOM087-C29registry slot CB7K-DOM087-T03-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

29. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 50

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Across OECD and partner countries, the rate is especially high in Costa Rica, India, Indonesia, Mexico, Peru and South Africa where more than one in three 25-34 year-olds have not attained upper secondary education.

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.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 50
Captured
2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Across OECD and partner countries, the rate is especially high in Costa Rica, India, Indonesia, Mexico, Peru and South Africa where more than one in three 25-34 year-olds have not attained upper secondary education.
CB7K-DOM087-C30registry slot CB7K-DOM087-T03-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

30. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 50

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Across OECD countries, 25-34 year-olds whose parents have a tertiary qualification are significantly more likely to obtain a tertiary degree themselves (70%) than those whose parents did not complete upper secondary education (26%).

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.

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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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 50
Captured
2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Across OECD countries, 25-34 year-olds whose parents have a tertiary qualification are significantly more likely to obtain a tertiary degree themselves (70%) than those whose parents did not complete upper secondary education (26%).
CB7K-DOM087-C31registry slot CB7K-DOM087-T04-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

31. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 51

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Among 25-34 year-olds whose parents attained upper secondary education, 44% have attained tertiary education on average across OECD countries, while just 8% did not complete upper secondary.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 51
Captured
2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Among 25-34 year-olds whose parents attained upper secondary education, 44% have attained tertiary education on average across OECD countries, while just 8% did not complete upper secondary.
CB7K-DOM087-C32registry slot CB7K-DOM087-T04-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

32. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 51

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Across the OECD on average, 26% of tertiary-educated adults had studied science, technology, engineering and mathematics (STEM), the most prevalent field of study.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 51
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Across the OECD on average, 26% of tertiary-educated adults had studied science, technology, engineering and mathematics (STEM), the most prevalent field of study.
CB7K-DOM087-C33registry slot CB7K-DOM087-T04-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

33. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 52

Narrow public claim

Box A1.1 explores how linguistic accessibility in national LFS affects data coverage, highlighting why this aspect is important when interpreting attainment data for policymaking.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 52
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Box A1.1 explores how linguistic accessibility in national LFS affects data coverage, highlighting why this aspect is important when interpreting attainment data for policymaking.
CB7K-DOM087-C34registry slot CB7K-DOM087-T04-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

34. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 52

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This is followed by master’s attainment, with around 35% of tertiary-educated adults holding this degree as their highest qualification.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 52
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
This is followed by master’s attainment, with around 35% of tertiary-educated adults holding this degree as their highest qualification.
CB7K-DOM087-C35registry slot CB7K-DOM087-T04-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

35. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 53

Narrow public claim

Breaking down tertiary attainment by field of study shows the variation across OECD countries, with some fields being more popular than others (Figure A1.3).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 53
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Breaking down tertiary attainment by field of study shows the variation across OECD countries, with some fields being more popular than others (Figure A1.3).
CB7K-DOM087-C36registry slot CB7K-DOM087-T04-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

36. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 54

Narrow public claim

On average across OECD countries, 40% of adults (25-64 year-olds) have an upper secondary or post-secondary non-tertiary qualification as their highest level of education.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 54
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
Maintainer run only; no independent operator rerun is registered.
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python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom087_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
On average across OECD countries, 40% of adults (25-64 year-olds) have an upper secondary or post-secondary non-tertiary qualification as their highest level of education.
CB7K-DOM087-C37registry slot CB7K-DOM087-T04-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

37. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 55

Narrow public claim

On average across the OECD, this share has slightly fallen, from 40% in 2019 to 39% in 2024, as younger adults are more likely to pursue tertiary education than they were a decade ago.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 55
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2026-09-07
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On average across the OECD, this share has slightly fallen, from 40% in 2019 to 39% in 2024, as younger adults are more likely to pursue tertiary education than they were a decade ago.
CB7K-DOM087-C38registry slot CB7K-DOM087-T04-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

38. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 55

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This is a reversal of the pattern for tertiary attainment, where the average difference between the share of 25-34 year-old women and men with tertiary attainment is 13 percentage points in favour of women.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 55
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2026-09-07
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Exact source quote
This is a reversal of the pattern for tertiary attainment, where the average difference between the share of 25-34 year-old women and men with tertiary attainment is 13 percentage points in favour of women.
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39. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 56

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In Education at a Glance, LFS data are used extensively in Chapter A1 (on educational attainment), Chapter A2 (on the transition from school to work), Chapter A3 (on labour-market outcomes) and occasionally in other chapters such as A5 (on adult education).

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 56
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2026-09-07
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Exact source quote
In Education at a Glance, LFS data are used extensively in Chapter A1 (on educational attainment), Chapter A2 (on the transition from school to work), Chapter A3 (on labour-market outcomes) and occasionally in other chapters such as A5 (on adult education).
CB7K-DOM087-C40registry slot CB7K-DOM087-T04-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

40. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 57

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In contrast, rural areas generally have a less-skilled workforce with lower levels of educational attainment (OECD, 2023[6]).

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 57
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2026-09-07
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Exact source quote
In contrast, rural areas generally have a less-skilled workforce with lower levels of educational attainment (OECD, 2023[6]).
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41. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 57

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Capital regions and large metropolitan regions also have more infrastructure (OECD, 2023[6]), and larger educational institutions are typically concentrated in major economic and capital regions (Hermannsson, Scandurra and Graziano, 2019[7]).

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 57
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2026-09-07
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Exact source quote
Capital regions and large metropolitan regions also have more infrastructure (OECD, 2023[6]), and larger educational institutions are typically concentrated in major economic and capital regions (Hermannsson, Scandurra and Graziano, 2019[7]).
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42. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 58

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The most significant regional disparities are found in Canada and Hungary, where the difference between the highest and lowest performing regions reaches 38 percentage points.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 58
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2026-09-07
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Exact source quote
The most significant regional disparities are found in Canada and Hungary, where the difference between the highest and lowest performing regions reaches 38 percentage points.
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43. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 58

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These disparities reflect deep-rooted urban-rural divides and suggest the continuing need for region-specific educational policies and enhanced social support systems, particularly in remote communities (Table A1.5, available on line).

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 58
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2026-09-07
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Exact source quote
These disparities reflect deep-rooted urban-rural divides and suggest the continuing need for region-specific educational policies and enhanced social support systems, particularly in remote communities (Table A1.5, available on line).
CB7K-DOM087-C44registry slot CB7K-DOM087-T05-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

44. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 59

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In the Slovak Republic, 55% of young adults whose parents lacked upper secondary education also remain below that threshold, while this share is 48% in both Hungary and Spain (Table A1.4, available on line).

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 59
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
In the Slovak Republic, 55% of young adults whose parents lacked upper secondary education also remain below that threshold, while this share is 48% in both Hungary and Spain (Table A1.4, available on line).
CB7K-DOM087-C45registry slot CB7K-DOM087-T05-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

45. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 59

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Similar progress has been observed in England and the Flemish Community of Belgium, where tertiary attainment among this group has increased by 12 percentage points.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 59
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
Similar progress has been observed in England and the Flemish Community of Belgium, where tertiary attainment among this group has increased by 12 percentage points.
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46. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 60

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Despite the general expansion of tertiary attainment across OECD countries, nearly 30% of young adults with tertiary-educated parents do not reach tertiary attainment themselves, most often completing only upper secondary or post-secondary non-tertiary education.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 60
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
Despite the general expansion of tertiary attainment across OECD countries, nearly 30% of young adults with tertiary-educated parents do not reach tertiary attainment themselves, most often completing only upper secondary or post-secondary non-tertiary education.
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47. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 60

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In Sweden, for example, over half (51%) of young adults with tertiary-educated parents do not attain tertiary education themselves; combined with high levels of tertiary attainment among those with less educated parents, this suggests that tertiary educational attainment is influenced by parents’ education to a smaller extent (Figure A1.4).

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 60
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
In Sweden, for example, over half (51%) of young adults with tertiary-educated parents do not attain tertiary education themselves; combined with high levels of tertiary attainment among those with less educated parents, this suggests that tertiary educational attainment is influenced by parents’ education to a smaller extent (Figure A1.4).
CB7K-DOM087-C48registry slot CB7K-DOM087-T05-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

48. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 68

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This is nearly twice the share observed among 25–29 year-olds (10%), highlighting that younger adults are more likely to combine education with employment.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 68
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
This is nearly twice the share observed among 25–29 year-olds (10%), highlighting that younger adults are more likely to combine education with employment.
CB7K-DOM087-C49registry slot CB7K-DOM087-T05-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

49. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 68

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Among the 17 countries where rates now exceed their pre-pandemic benchmarks, 6 have seen increases of more than 2 percentage points.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 68
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Among the 17 countries where rates now exceed their pre-pandemic benchmarks, 6 have seen increases of more than 2 percentage points.
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50. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 69

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On average, 14 % of 18-24 year-olds are NEET across OECD countries, but the share exceeds 25% in Colombia, the Republic of Türkiye and OECD partner country South Africa.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 69
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
On average, 14 % of 18-24 year-olds are NEET across OECD countries, but the share exceeds 25% in Colombia, the Republic of Türkiye and OECD partner country South Africa.
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51. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 69

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Although average employment and NEET rates among 18-24 year-olds have remained virtually unchanged between 2019 and 2024, several countries have seen large differences within the overall figures.

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
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PDF page 69
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
Although average employment and NEET rates among 18-24 year-olds have remained virtually unchanged between 2019 and 2024, several countries have seen large differences within the overall figures.
CB7K-DOM087-C52registry slot CB7K-DOM087-T06-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

52. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 70

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Analysis Transition from education to work for 18-24 year-olds Individuals aged 18-24 are generally engaged in either education or employment, as this age range often coincides with participation in upper secondary or tertiary education, as well as initial entry into the labour market.

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.

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It does not independently establish the underlying model capability, safety, comparison, or real-world truth. This is a retrospective single-maintainer source-publication audit.

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OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 70
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
Analysis Transition from education to work for 18-24 year-olds Individuals aged 18-24 are generally engaged in either education or employment, as this age range often coincides with participation in upper secondary or tertiary education, as well as initial entry into the labour market.
CB7K-DOM087-C53registry slot CB7K-DOM087-T06-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

53. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 70

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Despite this, a share of young people in this age group are neither in education nor employment and are classified as NEETs, suggesting that they may face underlying barriers to labour-market entry or continued education (Table A2.1.).

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.

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Primary source
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 70
Captured
2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Despite this, a share of young people in this age group are neither in education nor employment and are classified as NEETs, suggesting that they may face underlying barriers to labour-market entry or continued education (Table A2.1.).
CB7K-DOM087-C54registry slot CB7K-DOM087-T06-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

54. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 71

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Youth who become NEET repeatedly or for sustained periods face significantly greater long-term consequences than those whose NEET episodes are brief (Kleif, 2020[5]).

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.

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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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 71
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2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Youth who become NEET repeatedly or for sustained periods face significantly greater long-term consequences than those whose NEET episodes are brief (Kleif, 2020[5]).
CB7K-DOM087-C55registry slot CB7K-DOM087-T06-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

55. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 71

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These examples reflect how underlying gender and country specific trends can diverge substantially from aggregate figures (Table A2.2).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 71
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
These examples reflect how underlying gender and country specific trends can diverge substantially from aggregate figures (Table A2.2).
CB7K-DOM087-C56registry slot CB7K-DOM087-T06-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

56. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 72

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Employers may view youth who have been briefly unemployed more favourably – valuing their immediate availability – an advantage which vanishes for those experiencing extended joblessness, once again underscoring the powerful effect of longer spells of unemployment (Wachter, 2020[9]).

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The exact quoted statement occurred in the named official PDF fetched on 2026-09-07, and the complete PDF matched the recorded SHA-256.

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Primary source
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 72
Captured
2026-09-07
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53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
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Exact source quote
Employers may view youth who have been briefly unemployed more favourably – valuing their immediate availability – an advantage which vanishes for those experiencing extended joblessness, once again underscoring the powerful effect of longer spells of unemployment (Wachter, 2020[9]).
CB7K-DOM087-C57registry slot CB7K-DOM087-T06-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

57. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 72

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Those pursuing tertiary education may still be completing a bachelor's or master's degree at the age of 24, while others are starting their professional careers.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 72
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Those pursuing tertiary education may still be completing a bachelor's or master's degree at the age of 24, while others are starting their professional careers.
CB7K-DOM087-C58registry slot CB7K-DOM087-T06-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

58. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 73

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Across OECD countries, almost one-fifth of 18-24 year-olds (19%) are combining education and employment, compared with 10% of 25-29 year-olds.

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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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 73
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Across OECD countries, almost one-fifth of 18-24 year-olds (19%) are combining education and employment, compared with 10% of 25-29 year-olds.
CB7K-DOM087-C59registry slot CB7K-DOM087-T06-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

59. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 73

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For instance, high rates of study and work among 25-29 year-olds in Finland may be driven by the expansion of apprenticeship and training models and stronger support for working learners (Eurydice, 2025[10]).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 73
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
For instance, high rates of study and work among 25-29 year-olds in Finland may be driven by the expansion of apprenticeship and training models and stronger support for working learners (Eurydice, 2025[10]).
CB7K-DOM087-C60registry slot CB7K-DOM087-T06-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

60. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 74

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Subnational variation in NEET rates Within OECD countries, the share of 18-24 year olds who are neither in employment nor in education or training (NEET) can vary dramatically from one region to another.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 74
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Subnational variation in NEET rates Within OECD countries, the share of 18-24 year olds who are neither in employment nor in education or training (NEET) can vary dramatically from one region to another.
CB7K-DOM087-C61registry slot CB7K-DOM087-T07-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

61. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 74

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In Canada, British Columbia reports a NEET rate of 9%, while Nunavut records 41% (a 32 percentage-point difference), signalling the need for region-specific labour-market strategies and social support in remote communities.

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.

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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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 74
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
In Canada, British Columbia reports a NEET rate of 9%, while Nunavut records 41% (a 32 percentage-point difference), signalling the need for region-specific labour-market strategies and social support in remote communities.
CB7K-DOM087-C62registry slot CB7K-DOM087-T07-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

62. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 78

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Columns with data for 18-24 year-olds, and for duration of unemployment of less than 12 months are available for consultation on line.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 78
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Columns with data for 18-24 year-olds, and for duration of unemployment of less than 12 months are available for consultation on line.
CB7K-DOM087-C63registry slot CB7K-DOM087-T07-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

63. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 82

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Individuals with a short-cycle tertiary qualification have an employment rate of 83%, compared to 86% for those with a bachelor's degree, 90% for those with a master’s and 93% for those with a doctoral or equivalent qualification.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 82
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Individuals with a short-cycle tertiary qualification have an employment rate of 83%, compared to 86% for those with a bachelor's degree, 90% for those with a master’s and 93% for those with a doctoral or equivalent qualification.
CB7K-DOM087-C64registry slot CB7K-DOM087-T07-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

64. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 82

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Among unemployed adults aged 25-64, long-term unemployment is more prevalent among those with lower educational attainment: 36% of those with below upper secondary education have been unemployed for 12 months or more, compared to 30% with upper secondary or post-secondary non-tertiary education, and 25% with tertiary education.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 82
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Among unemployed adults aged 25-64, long-term unemployment is more prevalent among those with lower educational attainment: 36% of those with below upper secondary education have been unemployed for 12 months or more, compared to 30% with upper secondary or post-secondary non-tertiary education, and 25% with tertiary education.
CB7K-DOM087-C65registry slot CB7K-DOM087-T07-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

65. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 83

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On average across OECD countries, only 46% of 25-34 year-old women with below upper secondary attainment are employed, 25 percentage points below their male peers.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 83
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
On average across OECD countries, only 46% of 25-34 year-old women with below upper secondary attainment are employed, 25 percentage points below their male peers.
CB7K-DOM087-C66registry slot CB7K-DOM087-T07-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

66. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 83

Narrow public claim

Among tertiary-educated adults, those who studied ICT have the highest average employment rate (90%) across the OECD, while the lowest rates are found among those who studied arts and humanities, social sciences, journalism and information (84%).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 83
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Among tertiary-educated adults, those who studied ICT have the highest average employment rate (90%) across the OECD, while the lowest rates are found among those who studied arts and humanities, social sciences, journalism and information (84%).
CB7K-DOM087-C67registry slot CB7K-DOM087-T07-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

67. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 84

Narrow public claim

The highest employment premiums for tertiary-educated adults over those with upper secondary or post-secondary non-tertiary education are in Lithuania and Poland, where the difference between employment rates is 16 percentage points in both 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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 84
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
The highest employment premiums for tertiary-educated adults over those with upper secondary or post-secondary non-tertiary education are in Lithuania and Poland, where the difference between employment rates is 16 percentage points in both countries.
CB7K-DOM087-C68registry slot CB7K-DOM087-T07-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

68. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 84

Narrow public claim

Conversely, in Czechia and Iceland, the average employment premium for tertiary-educated adults is 4 percentage points or less over those with upper secondary or post-secondary non-tertiary education (Table A3.1).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 84
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Conversely, in Czechia and Iceland, the average employment premium for tertiary-educated adults is 4 percentage points or less over those with upper secondary or post-secondary non-tertiary education (Table A3.1).
CB7K-DOM087-C69registry slot CB7K-DOM087-T07-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

69. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 85

Narrow public claim

Young women (25-34 year-olds) with an upper secondary or post-secondary non-tertiary qualification have an employment rate that is 24 percentage points higher than those with below upper secondary attainment, compared to a 14 percentage points increase among young men.

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 85
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
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Exact source quote
Young women (25-34 year-olds) with an upper secondary or post-secondary non-tertiary qualification have an employment rate that is 24 percentage points higher than those with below upper secondary attainment, compared to a 14 percentage points increase among young men.
CB7K-DOM087-C70registry slot CB7K-DOM087-T07-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

70. OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education) · PDF page 85

Narrow public claim

The advantage for young women of attaining tertiary education is even more pronounced: their employment rate rises by a further 13 percentage points compared to those with only upper secondary attainment whereas for young men the increase is only 5 percentage points (Table A3.2).

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
OECD Education at a Glance 2025: OECD Indicators (special focus on tertiary education)
Section locator
PDF page 85
Captured
2026-09-07
Source SHA-256
53df3e6ad1c284cbbc914065cf286d8479e1b9134b0a94497c390ed47a983d06
Reproduction
Maintainer run only; no independent operator rerun is registered.
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Exact source quote
The advantage for young women of attaining tertiary education is even more pronounced: their employment rate rises by a further 13 percentage points compared to those with only upper secondary attainment whereas for young men the increase is only 5 percentage points (Table A3.2).