CLAIMBOUND / SOURCE-PUBLICATION EVIDENCE

Agriculture

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-DOM058-C01registry slot CB7K-DOM058-T01-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

1. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 10

Narrow public claim

A senior advisory team consisting of designated senior managers of the five UN publishing partners guided the production of the report.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 10
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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
A senior advisory team consisting of designated senior managers of the five UN publishing partners guided the production of the report.
CB7K-DOM058-C02registry slot CB7K-DOM058-T01-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

2. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 10

Narrow public claim

Background technical papers were prepared to support the research and data analysis undertaken by the members of the writing team.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 10
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Background technical papers were prepared to support the research and data analysis undertaken by the members of the writing team.
CB7K-DOM058-C03registry slot CB7K-DOM058-T01-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

3. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 10

Narrow public claim

This year’s report also included a global call for “best practices in transforming food systems for affordable healthy diets and addressing key drivers of food insecurity and malnutrition”, which generated inputs from more than development institutions and individuals worldwide.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 10
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
This year’s report also included a global call for “best practices in transforming food systems for affordable healthy diets and addressing key drivers of food insecurity and malnutrition”, which generated inputs from more than development institutions and individuals worldwide.
CB7K-DOM058-C04registry slot CB7K-DOM058-T01-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

4. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 10

Narrow public claim

Further inputs were derived from an online webinar organized through the Global Forum on Food Security and Nutrition (FSN Forum), which included an expert panel discussion and reflection on the report’s theme.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 10
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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
Further inputs were derived from an online webinar organized through the Global Forum on Food Security and Nutrition (FSN Forum), which included an expert panel discussion and reflection on the report’s theme.
CB7K-DOM058-C05registry slot CB7K-DOM058-T01-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

5. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 11

Narrow public claim

Valuable comments and final approval of the report were provided by the executive heads and senior staff of the five co-authoring agencies.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 11
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Valuable comments and final approval of the report were provided by the executive heads and senior staff of the five co-authoring agencies.
CB7K-DOM058-C06registry slot CB7K-DOM058-T01-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

6. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 11

Narrow public claim

Olivier Lavagne d’Ortigue (FAO) provided support for data visualization and José Rosero Moncayo (FAO) provided editorial support and input to Sections 2.1 and 2.3.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 11
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Olivier Lavagne d’Ortigue (FAO) provided support for data visualization and José Rosero Moncayo (FAO) provided editorial support and input to Sections 2.1 and 2.3.
CB7K-DOM058-C07registry slot CB7K-DOM058-T01-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

7. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 11

Narrow public claim

Nona Reuter (UNICEF) provided support for data visualization in Sections 2.2 and 2.3.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 11
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Nona Reuter (UNICEF) provided support for data visualization in Sections 2.2 and 2.3.
CB7K-DOM058-C08registry slot CB7K-DOM058-T01-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

8. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 12

Narrow public claim

Further inputs to Chapter 4 were received from FAO, IFAD, UNICEF, WFP and WHO colleagues, as well as technical experts around the world in response to a global call for “best practices in transforming food systems for affordable healthy diets and addressing key drivers of food insecurity and malnutrition”.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 12
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Further inputs to Chapter 4 were received from FAO, IFAD, UNICEF, WFP and WHO colleagues, as well as technical experts around the world in response to a global call for “best practices in transforming food systems for affordable healthy diets and addressing key drivers of food insecurity and malnutrition”.
CB7K-DOM058-C09registry slot CB7K-DOM058-T01-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

9. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 12

Narrow public claim

Valentina Conti and Cindy Holleman (FAO) were responsible for preparing the analysis of the cost and affordability of healthy diets in Section 2.1, with input from Yan Bai, Leah Costlow, Alissa Ebel, Anna Herforth, William A.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 12
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Valentina Conti and Cindy Holleman (FAO) were responsible for preparing the analysis of the cost and affordability of healthy diets in Section 2.1, with input from Yan Bai, Leah Costlow, Alissa Ebel, Anna Herforth, William A.
CB7K-DOM058-C10registry slot CB7K-DOM058-T01-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

10. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 12

Narrow public claim

Richard Kumapley (UNICEF) was responsible for consolidating the nutrition data in Section 2.2, with input from Chika Hayashi, Julia Krasevec and Vrinda Mehra (UNICEF), and Elaine Borghi, Monica Flores Urrutia and Leanne Riley (WHO).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 12
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t01_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Richard Kumapley (UNICEF) was responsible for consolidating the nutrition data in Section 2.2, with input from Chika Hayashi, Julia Krasevec and Vrinda Mehra (UNICEF), and Elaine Borghi, Monica Flores Urrutia and Leanne Riley (WHO).
CB7K-DOM058-C11registry slot CB7K-DOM058-T02-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

11. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 12

Narrow public claim

Chika Hayashi and Richard Kumapley (UNICEF) and Elaine Borghi and Giovanna Gatica Dominguez (WHO) were responsible for the analyses in Section 2.3 and Annex 2, including on progress towards global nutrition targets and of the potential impact of the COVID-19 pandemic on child stunting and wasting by 2030, with input from Julia Krasevec and Vrinda Mehra (UNICEF).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 12
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Chika Hayashi and Richard Kumapley (UNICEF) and Elaine Borghi and Giovanna Gatica Dominguez (WHO) were responsible for the analyses in Section 2.3 and Annex 2, including on progress towards global nutrition targets and of the potential impact of the COVID-19 pandemic on child stunting and wasting by 2030, with input from Julia Krasevec and Vrinda Mehra (UNICEF).
CB7K-DOM058-C12registry slot CB7K-DOM058-T02-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

12. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 21

Narrow public claim

The PoU is higher and has increased more in countries affected by these drivers.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 21
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The PoU is higher and has increased more in countries affected by these drivers.
CB7K-DOM058-C13registry slot CB7K-DOM058-T02-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

13. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 29

Narrow public claim

Internal conflicts have surpassed the number of interstate conflicts, but with a significant rise in internationalized internal conflicts.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 29
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Internal conflicts have surpassed the number of interstate conflicts, but with a significant rise in internationalized internal conflicts.
CB7K-DOM058-C14registry slot CB7K-DOM058-T02-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

14. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 29

Narrow public claim

Increasing climate variability and extremes, linked to climate change, are negatively affecting all dimensions of food security and nutrition.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 29
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Increasing climate variability and extremes, linked to climate change, are negatively affecting all dimensions of food security and nutrition.
CB7K-DOM058-C15registry slot CB7K-DOM058-T02-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

15. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 29

Narrow public claim

Hunger is significantly worse in countries with agri-food systems highly sensitive to rainfall and temperature variability and extremes, and where a high proportion of the population depends on agriculture for livelihoods.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 29
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Hunger is significantly worse in countries with agri-food systems highly sensitive to rainfall and temperature variability and extremes, and where a high proportion of the population depends on agriculture for livelihoods.
CB7K-DOM058-C16registry slot CB7K-DOM058-T02-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

16. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 29

Narrow public claim

They hinder progress towards elimination of malnutrition in all its forms, irrespective of whether they are driven by market swings, trade wars, political unrest or a global pandemic, such as that driven by COVID-19.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 29
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
They hinder progress towards elimination of malnutrition in all its forms, irrespective of whether they are driven by market swings, trade wars, political unrest or a global pandemic, such as that driven by COVID-19.
CB7K-DOM058-C17registry slot CB7K-DOM058-T02-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

17. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 36

Narrow public claim

Shaded areas show lower and upper bounds of the estimated range.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 36
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Shaded areas show lower and upper bounds of the estimated range.
CB7K-DOM058-C18registry slot CB7K-DOM058-T02-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

18. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 37

Narrow public claim

The full ranges of the projected 2020 values can be found in Annex 2.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 37
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The full ranges of the projected 2020 values can be found in Annex 2.
CB7K-DOM058-C19registry slot CB7K-DOM058-T02-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

19. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 37

Narrow public claim

The full ranges can be found in Annex 2.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 37
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The full ranges can be found in Annex 2.
CB7K-DOM058-C20registry slot CB7K-DOM058-T02-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

20. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 43

Narrow public claim

The countries included in the 2020 estimate for the Caribbean subregion are: Dominican Republic, Grenada, Haiti, Jamaica, Saint Lucia, and Saint Vincent and the Grenadines.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 43
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
Reproduction
Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally

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python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom058_t02_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The countries included in the 2020 estimate for the Caribbean subregion are: Dominican Republic, Grenada, Haiti, Jamaica, Saint Lucia, and Saint Vincent and the Grenadines.
CB7K-DOM058-C21registry slot CB7K-DOM058-T03-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

21. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 53

Narrow public claim

The cost of a healthy diet is the USD cost per person per day (published in last year’s edition of this report), updated using FAOSTAT country-level food consumer price index (CPI) and purchasing power parity (PPP) in 2019.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 53
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t03_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The cost of a healthy diet is the USD cost per person per day (published in last year’s edition of this report), updated using FAOSTAT country-level food consumer price index (CPI) and purchasing power parity (PPP) in 2019.
CB7K-DOM058-C22registry slot CB7K-DOM058-T03-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

22. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 53

Narrow public claim

Unaffordability of a healthy diet is the weighted percentage (%) and the total number (million) of population in each region and country income group who cannot afford the diet in 2019.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 53
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t03_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Unaffordability of a healthy diet is the weighted percentage (%) and the total number (million) of population in each region and country income group who cannot afford the diet in 2019.
CB7K-DOM058-C23registry slot CB7K-DOM058-T03-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

23. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 53

Narrow public claim

For country income groups, the most recent 2019 World Bank income classification is used for both years 2017 and 2019.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 53
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t03_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
For country income groups, the most recent 2019 World Bank income classification is used for both years 2017 and 2019.
CB7K-DOM058-C24registry slot CB7K-DOM058-T03-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

24. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 53

Narrow public claim

This implies that cost and affordability indicators shown by income groups in last year’s edition of this report differ from this year’s edition as some countries may have changed income status between 2017 and 2019.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 53
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t03_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
This implies that cost and affordability indicators shown by income groups in last year’s edition of this report differ from this year’s edition as some countries may have changed income status between 2017 and 2019.
CB7K-DOM058-C25registry slot CB7K-DOM058-T03-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

25. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 56

Narrow public claim

Three out of five subregions in Asia have a higher prevalence than the global estimate.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 56
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t03_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Three out of five subregions in Asia have a higher prevalence than the global estimate.
CB7K-DOM058-C26registry slot CB7K-DOM058-T03-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

26. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 58

Narrow public claim

NOTES: The potential impact of the COVID-19 pandemic is not reflected in the estimates.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 58
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t03_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
NOTES: The potential impact of the COVID-19 pandemic is not reflected in the estimates.
CB7K-DOM058-C27registry slot CB7K-DOM058-T03-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

27. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 58

Narrow public claim

This makes it difficult to generate reliable trends over time with the input data available – as such, this report provides only the most recent global and regional estimates.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 58
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t03_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
This makes it difficult to generate reliable trends over time with the input data available – as such, this report provides only the most recent global and regional estimates.
CB7K-DOM058-C28registry slot CB7K-DOM058-T03-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

28. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 60

Narrow public claim

This makes it difficult to generate reliable trends over time with the input data available and, as such, this report provides only the most recent global and regional estimates.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 60
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t03_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
This makes it difficult to generate reliable trends over time with the input data available and, as such, this report provides only the most recent global and regional estimates.
CB7K-DOM058-C29registry slot CB7K-DOM058-T03-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

29. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 60

Narrow public claim

2 For wasting and exclusive breastfeeding, estimates are not shown for regions/years where population coverage was below 50 percent.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 60
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t03_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
2 For wasting and exclusive breastfeeding, estimates are not shown for regions/years where population coverage was below 50 percent.
CB7K-DOM058-C30registry slot CB7K-DOM058-T03-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

30. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 60

Narrow public claim

Only four national surveys included in the database were carried out (at least partially) in 2020.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 60
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t03_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Only four national surveys included in the database were carried out (at least partially) in 2020.
CB7K-DOM058-C31registry slot CB7K-DOM058-T04-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

31. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 60

Narrow public claim

The estimates on child stunting, wasting and overweight are therefore based almost entirely on data collected before 2020 and do not take into account the impact of the COVID-19 pandemic.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 60
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The estimates on child stunting, wasting and overweight are therefore based almost entirely on data collected before 2020 and do not take into account the impact of the COVID-19 pandemic.
CB7K-DOM058-C32registry slot CB7K-DOM058-T04-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

32. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 66

Narrow public claim

The 2020 projected values are based on the middle of the projected range.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 66
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The 2020 projected values are based on the middle of the projected range.
CB7K-DOM058-C33registry slot CB7K-DOM058-T04-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

33. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 71

Narrow public claim

Most regions are making some progress, but not enough to achieve the global nutrition targets.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 71
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Most regions are making some progress, but not enough to achieve the global nutrition targets.
CB7K-DOM058-C34registry slot CB7K-DOM058-T04-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

34. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 74

Narrow public claim

This makes it difficult to generate reliable trends over time with the input data available; this trend is not an official estimate but is shown as a scenario for this exercise.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 74
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
This makes it difficult to generate reliable trends over time with the input data available; this trend is not an official estimate but is shown as a scenario for this exercise.
CB7K-DOM058-C35registry slot CB7K-DOM058-T04-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

35. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 79

Narrow public claim

A report by the High Level Panel of Experts on Food Security and Nutrition of the Committee on World Food Security.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 79
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
A report by the High Level Panel of Experts on Food Security and Nutrition of the Committee on World Food Security.
CB7K-DOM058-C36registry slot CB7K-DOM058-T04-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

36. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 82

Narrow public claim

As a result, not only are more people unable to afford healthy diets, increasing their risk of any form of malnutrition, but more people are going hungry because they lack sufficient quantities of food.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 82
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
As a result, not only are more people unable to afford healthy diets, increasing their risk of any form of malnutrition, but more people are going hungry because they lack sufficient quantities of food.
CB7K-DOM058-C37registry slot CB7K-DOM058-T04-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

37. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 82

Narrow public claim

This measure has relevance in providing strategic guidance to actions that focus on the medium- and long-term improvement of the quality and quantity of food consumption for an active and healthy life.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 82
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
This measure has relevance in providing strategic guidance to actions that focus on the medium- and long-term improvement of the quality and quantity of food consumption for an active and healthy life.
CB7K-DOM058-C38registry slot CB7K-DOM058-T04-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

38. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 83

Narrow public claim

The orange line shows the total number of undernourished people in 2000–2019 (right y-axis).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 83
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The orange line shows the total number of undernourished people in 2000–2019 (right y-axis).
CB7K-DOM058-C39registry slot CB7K-DOM058-T04-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

39. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 83

Narrow public claim

The stacked bar for year 2020 shows the additional number of undernourished people in 2020, which ranges from 70 million people (lower bound) to 160.7 million people (upper bound).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 83
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The stacked bar for year 2020 shows the additional number of undernourished people in 2020, which ranges from 70 million people (lower bound) to 160.7 million people (upper bound).
CB7K-DOM058-C40registry slot CB7K-DOM058-T04-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

40. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 88

Narrow public claim

Globally, 98 countries were affected by conflict during 2000–2019.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 88
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t04_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Globally, 98 countries were affected by conflict during 2000–2019.
CB7K-DOM058-C41registry slot CB7K-DOM058-T05-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

41. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 88

Narrow public claim

There are 127 low- and middle-income countries with information available on climate extremes.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 88
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t05_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
There are 127 low- and middle-income countries with information available on climate extremes.
CB7K-DOM058-C42registry slot CB7K-DOM058-T05-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

42. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 88

Narrow public claim

There are 129 low- and middle-income countries with information available on GDP per capita growth: 71 countries in sub-Saharan Africa, Latin America and Western Asia, and 58 countries in the other regions.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 88
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t05_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
There are 129 low- and middle-income countries with information available on GDP per capita growth: 71 countries in sub-Saharan Africa, Latin America and Western Asia, and 58 countries in the other regions.
CB7K-DOM058-C43registry slot CB7K-DOM058-T05-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

43. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 90

Narrow public claim

Shaded columns for year 2020 report IMF projections of the Gini index and poverty, as expressed by the percentage of the population living below USD 1.90 (PPP 2011).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 90
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t05_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Shaded columns for year 2020 report IMF projections of the Gini index and poverty, as expressed by the percentage of the population living below USD 1.90 (PPP 2011).
CB7K-DOM058-C44registry slot CB7K-DOM058-T05-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

44. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 90

Narrow public claim

Poverty projections for 2020 are based on the October World Economic Outlook database.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 90
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t05_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Poverty projections for 2020 are based on the October World Economic Outlook database.
CB7K-DOM058-C45registry slot CB7K-DOM058-T05-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

45. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 92

Narrow public claim

Of the 110 low- and middle-income countries with available information on the PoU, this analysis excludes one country for which the PoU was imputed.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 92
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t05_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Of the 110 low- and middle-income countries with available information on the PoU, this analysis excludes one country for which the PoU was imputed.
CB7K-DOM058-C46registry slot CB7K-DOM058-T05-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

46. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 92

Narrow public claim

The figure shows 60 countries (of 109) with 79 increasing PoU change points in correspondence of one or more drivers.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 92
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t05_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The figure shows 60 countries (of 109) with 79 increasing PoU change points in correspondence of one or more drivers.
CB7K-DOM058-C47registry slot CB7K-DOM058-T05-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

47. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 94

Narrow public claim

This sample includes only countries for which official Food Balance Sheets exist.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 94
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t05_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
This sample includes only countries for which official Food Balance Sheets exist.
CB7K-DOM058-C48registry slot CB7K-DOM058-T05-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

48. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 95

Narrow public claim

Of the 66 countries, 60 have an increase in the PoU along with an economic downturn in 2020.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 95
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t05_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Of the 66 countries, 60 have an increase in the PoU along with an economic downturn in 2020.
CB7K-DOM058-C49registry slot CB7K-DOM058-T05-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

49. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 95

Narrow public claim

For these countries, the PoU increase in 2020 may occur in correspondence with an economic downturn as well as other drivers: conflict, climate extremes or climate-related disasters.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 95
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t05_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
For these countries, the PoU increase in 2020 may occur in correspondence with an economic downturn as well as other drivers: conflict, climate extremes or climate-related disasters.
CB7K-DOM058-C50registry slot CB7K-DOM058-T05-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

50. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 100

Narrow public claim

NOTES: The figure shows the prevalence of undernourishment between the years 2010 and 2020 for low- and middle-income countries affected by any of the three drivers (conflict, climate extremes or economic downturns), and for countries with high income inequality.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 100
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t05_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
NOTES: The figure shows the prevalence of undernourishment between the years 2010 and 2020 for low- and middle-income countries affected by any of the three drivers (conflict, climate extremes or economic downturns), and for countries with high income inequality.
CB7K-DOM058-C51registry slot CB7K-DOM058-T06-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

51. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 100

Narrow public claim

The analysis is shown for 110 low- and middle-income countries with available PoU information.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 100
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The analysis is shown for 110 low- and middle-income countries with available PoU information.
CB7K-DOM058-C52registry slot CB7K-DOM058-T06-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

52. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 102

Narrow public claim

The figure also shows the difference in the PoU by different combinations of drivers (no driver, single, multiple drivers).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 102
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The figure also shows the difference in the PoU by different combinations of drivers (no driver, single, multiple drivers).
CB7K-DOM058-C53registry slot CB7K-DOM058-T06-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

53. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 102

Narrow public claim

The analysis is shown by country income group for a sample of 110 low- and middle income countries with available PoU information.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 102
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The analysis is shown by country income group for a sample of 110 low- and middle income countries with available PoU information.
CB7K-DOM058-C54registry slot CB7K-DOM058-T06-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

54. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 104

Narrow public claim

The right axis shows the percentage of countries that were exposed to at least one driver in each region compared with all countries in the region (circles).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 104
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The right axis shows the percentage of countries that were exposed to at least one driver in each region compared with all countries in the region (circles).
CB7K-DOM058-C55registry slot CB7K-DOM058-T06-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

55. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 104

Narrow public claim

The analysis is shown for a sample of low- and middle-income countries with available PoU information.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 104
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The analysis is shown for a sample of low- and middle-income countries with available PoU information.
CB7K-DOM058-C56registry slot CB7K-DOM058-T06-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

56. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 105

Narrow public claim

NOTES: In the figure, the left axis shows the difference in the PoU, measured in percentage points, from 2019 to 2020 in each selected region, and for all low- and middle-income countries affected by economic downturns, and by specific combinations of economic downturns with other drivers (bars).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 105
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
NOTES: In the figure, the left axis shows the difference in the PoU, measured in percentage points, from 2019 to 2020 in each selected region, and for all low- and middle-income countries affected by economic downturns, and by specific combinations of economic downturns with other drivers (bars).
CB7K-DOM058-C57registry slot CB7K-DOM058-T06-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

57. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 105

Narrow public claim

The analysis is shown for a sample of 107 low- and middle-income countries with available information on PoU and GDP per capita growth in 2020.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 105
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The analysis is shown for a sample of 107 low- and middle-income countries with available information on PoU and GDP per capita growth in 2020.
CB7K-DOM058-C58registry slot CB7K-DOM058-T06-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

58. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 107

Narrow public claim

The unaffordability of a healthy diet (horizontal axis) identifies the percentage of the population in a country that cannot afford a healthy diet in 2019.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 107
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The unaffordability of a healthy diet (horizontal axis) identifies the percentage of the population in a country that cannot afford a healthy diet in 2019.
CB7K-DOM058-C59registry slot CB7K-DOM058-T06-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

59. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 107

Narrow public claim

The analysis is shown for 86 low- and middle-income countries with available information on both unaffordability and food insecurity.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 107
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The analysis is shown for 86 low- and middle-income countries with available information on both unaffordability and food insecurity.
CB7K-DOM058-C60registry slot CB7K-DOM058-T06-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

60. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 108

Narrow public claim

The analysis is shown for 100 low- and middle-income countries with available information on unaffordability of a healthy diet, and for 88 countries with available information on moderate or severe food insecurity.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 108
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
Reproduction
Maintainer run only; no independent operator rerun is registered.
Repeat this exact check locally

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python scripts/verify_primary_public_claim_group.py artifacts/cb7k_dom058_t06_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
The analysis is shown for 100 low- and middle-income countries with available information on unaffordability of a healthy diet, and for 88 countries with available information on moderate or severe food insecurity.
CB7K-DOM058-C61registry slot CB7K-DOM058-T07-G01PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

61. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 108

Narrow public claim

In countries affected by one or more drivers, on average, the percentage of the population who are moderately or severely food insecure is almost 10 percentage points higher (44 percent) than that of countries not affected by any driver (34 percent).

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 108
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t07_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
In countries affected by one or more drivers, on average, the percentage of the population who are moderately or severely food insecure is almost 10 percentage points higher (44 percent) than that of countries not affected by any driver (34 percent).
CB7K-DOM058-C62registry slot CB7K-DOM058-T07-G02PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

62. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 113

Narrow public claim

These portfolios need to be well targeted and provide incentives for all actors to change behaviour and to engage constructively in innovative and systemic changes that will lead to transformed food systems.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 113
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t07_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
These portfolios need to be well targeted and provide incentives for all actors to change behaviour and to engage constructively in innovative and systemic changes that will lead to transformed food systems.
CB7K-DOM058-C63registry slot CB7K-DOM058-T07-G03PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

63. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 117

Narrow public claim

Conflict-affected countries have been particularly hard hit during the COVID-19 pandemic.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 117
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t07_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Conflict-affected countries have been particularly hard hit during the COVID-19 pandemic.
CB7K-DOM058-C64registry slot CB7K-DOM058-T07-G04PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

64. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 132

Narrow public claim

Chile: Enforcement is well coordinated by the Ministry of Health, and implemented by regional health authorities.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 132
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t07_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Chile: Enforcement is well coordinated by the Ministry of Health, and implemented by regional health authorities.
CB7K-DOM058-C65registry slot CB7K-DOM058-T07-G05PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

65. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 137

Narrow public claim

NOTES: * Agri-food systems include fisheries and forestry systems. ** Other systems include additional systems that are critical to food systems transformation, including among others: education, energy, legal, social, economic, finance, trade and marketing systems.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 137
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t07_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
NOTES: * Agri-food systems include fisheries and forestry systems. ** Other systems include additional systems that are critical to food systems transformation, including among others: education, energy, legal, social, economic, finance, trade and marketing systems.
CB7K-DOM058-C66registry slot CB7K-DOM058-T07-G06PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

66. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 185

Narrow public claim

For all these countries, the 2020 assessment was based on Geopoll data.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 185
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t07_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
For all these countries, the 2020 assessment was based on Geopoll data.
CB7K-DOM058-C67registry slot CB7K-DOM058-T07-G07PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

67. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 194

Narrow public claim

Methodology: The preferable source of data is population-based surveys.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 194
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t07_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
Methodology: The preferable source of data is population-based surveys.
CB7K-DOM058-C68registry slot CB7K-DOM058-T07-G08PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

68. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 197

Narrow public claim

NOTES: n.r. = not reported, as the prevalence is less than 2.5 percent.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 197
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t07_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
NOTES: n.r. = not reported, as the prevalence is less than 2.5 percent.
CB7K-DOM058-C69registry slot CB7K-DOM058-T07-G09PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

69. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 197

Narrow public claim

A set of random effect logistic regression models was applied.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 197
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t07_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
A set of random effect logistic regression models was applied.
CB7K-DOM058-C70registry slot CB7K-DOM058-T07-G10PASSED: EXACT PRIMARY-SOURCE STATEMENT FOUND

70. FAO The State of Food Security and Nutrition in the World 2021 · PDF page 200

Narrow public claim

This affordability indicator is computed for countries for 2017.

What this card proves

The exact quoted statement occurred in the named official PDF fetched on 2026-09-05, 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
FAO The State of Food Security and Nutrition in the World 2021
Section locator
PDF page 200
Captured
2026-09-05
Source SHA-256
9d9b1ac1bf8b2ccfec5dc0f10608a16464ec440066bc7c90f13da783a9b2498c
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_dom058_t07_primary_claims.json --source-file <local-raw-pdf>
Exact source quote
This affordability indicator is computed for countries for 2017.