Fact-Checking & Verification Policy

1. Purpose

Joy Nepal is committed to publishing journalism that is accurate, verifiable, transparent, and trustworthy. Verification is the foundation of responsible journalism. In an era of misinformation, manipulated media, viral rumors, and AI-generated content, our duty is not merely to repeat information but to establish, to the best of our ability, what is true, what is unverified, and what remains unknown.

This policy applies to all editorial content published by Joy Nepal, including articles, interviews, reviews, videos, podcasts, social media posts, graphics, newsletters, and multimedia productions.

 

2. Core Verification Principles

Every piece of editorial content must adhere to the following principles:

• Verify before publishing. Speed never justifies publishing unverified information.

• Corroborate whenever possible. Significant claims should be independently confirmed.

• Attribute clearly. Readers should know where information comes from.

• Distinguish fact from speculation. Analysis, opinion, and rumor must never be presented as established fact.

• Be transparent about uncertainty. If something cannot be verified, we will say so explicitly.

 

3. What Must Be Verified

The following information requires verification before publication:

• Names and identities

• Dates and times

• Locations

• Quotes

• Statistics and numerical claims

• Financial figures

• Awards, achievements, and credentials

• Relationship status when relevant

• Social media posts and screenshots

• Photos and videos

• AI-generated or digitally altered content

• Allegations of misconduct

• Legal or criminal claims

• Health-related claims

• Box office, streaming, or audience metrics

 

4. Source Hierarchy

Joy Nepal evaluates sources according to reliability and proximity to the information.

Highest reliability

• Official documents

• Direct interviews

• Public records

• Court filings

• Company statements

• Verified official accounts

High reliability

• First-hand witnesses

• On-the-record experts

• Festival organizers

• Producers and distributors

• Individuals directly involved in the event

Moderate reliability

• Reputable news organizations

• Established industry publications

• Academic research

• Professional analysts

Low reliability

• Anonymous social media accounts

• Fan pages

• Unverified blogs

• Forwarded messages

• Online rumor accounts

Unacceptable as sole evidence

• Fabricated screenshots

• AI-generated claims without evidence

• Edited clips presented without context

• Anonymous gossip posts

Information from low-reliability sources must be independently verified before publication.

 

5. Verification of Breaking Entertainment News

When reporting fast-moving stories such as film announcements, casting changes, celebrity deaths, controversies, or festival developments, the following steps are required:

• Check the official source.

• Confirm the authenticity of the account or document.

• Seek at least one independent confirmation for significant claims.

• Contact the person, representative, studio, label, or organization when feasible.

• State clearly what has been confirmed and what has not.

If confirmation is not available, Joy Nepal may choose to wait rather than speculate.

 

6. Social Media Verification

Social media is a source of leads, not automatically a source of facts.

Before using a social media post, journalists should confirm:

• The account is authentic or verified.

• The post has not been edited or deleted.

• The content is original and not reposted from elsewhere.

• The date and context are correct.

Additional verification methods may include reverse-image searches, video keyframe analysis, metadata review when available, cross-platform comparison, and confirmation from the subject or representative.

Screenshots alone are insufficient for sensitive claims.

 

7. Verification of Photos and Videos

Visual content must be authenticated before publication.

Editors and journalists should verify:

• When it was captured

• Where it was captured

• Who captured it

• Whether it has been altered

• Whether it has been used previously in another context

Joy Nepal does not publish as factual evidence AI-generated images presented as real, digitally manipulated images without disclosure, or miscaptioned or recycled visuals.

If a visual cannot be fully verified but is still newsworthy, the limitation will be clearly disclosed to readers.

 

8. AI-Generated and Synthetic Content

Because AI tools can create convincing false text, audio, images, and video, Joy Nepal applies enhanced scrutiny to any suspected synthetic material.

Prohibited

• Publishing fabricated AI quotes

• Publishing synthetic celebrity statements as real

• Using AI-generated images to depict real events without labeling

• Using AI-generated audio as evidence

Permitted with disclosure

• Clearly labeled illustrative AI artwork

• AI-assisted graphics that do not depict real events

• AI-assisted research subject to human verification

A named editor or author remains fully responsible for all published content, regardless of whether AI tools were used during production.

 

9. Anonymous and Confidential Sources

Anonymous sources may be used only when:

• The information is of significant public interest.

• The source faces a credible risk of harm.

• The information cannot reasonably be obtained on the record.

• An editor approves the use of anonymity.

The source should be described as specifically as possible without revealing identity.

Examples:

• “A senior studio executive with direct knowledge of the negotiations”

• “A festival official involved in the selection process”

Anonymity will not be granted merely for convenience or promotional purposes.

 

10. Quotes and Interviews

Direct quotations must accurately reflect what was said.

Permitted

• Correcting obvious grammatical errors

• Removing filler words

• Translating while preserving meaning

Not permitted

• Changing the meaning of a quote

• Combining separate statements into one quote

• Inventing or embellishing quotations

When interviews are conducted by email, text, or social media, that method may be disclosed when relevant.

 

11. Statistics, Rankings, and Metrics

Numerical claims require special scrutiny.

We must identify:

• The source of the data

• The date of the data

• The methodology when relevant

• Whether figures are estimates or confirmed

This applies to box office revenue, streaming viewership, social media follower counts, poll results, audience ratings, and market-share claims.

We avoid presenting estimates as precise facts.

 

12. Reviews and Subjective Judgments

Reviews are opinions, not factual claims.

However, factual statements within reviews must still be verified, including runtime, release date, cast and crew, festival participation, awards, and nominations.

 

13. Pre-Publication Fact-Check Checklist

Before publication, journalists and editors should confirm that:

• Names are spelled correctly.

• Titles and positions are accurate.

• Dates, times, and locations are verified.

• Quotes match recordings or notes.

• Statistics are sourced.

• Images and videos are authenticated.

• The headline is supported by the story.

• Opinion and fact are clearly separated.

• Potential legal or privacy issues have been reviewed.

• Necessary disclosures have been included.

 

14. Corrections After Publication

If an error is discovered:

Minor errors

Spelling, grammar, or formatting errors that do not affect meaning may be corrected promptly.

Significant factual errors

The story should be updated, a correction note added, and relevant editors informed.

Serious failures of verification

Joy Nepal may consider a retraction, conduct an internal review, and implement preventive measures.

Corrections are part of accountability and help preserve public trust.

 

15. Transparency With Readers

When information is incomplete, we should say so clearly.

Examples:

• “Joy Nepal has not independently verified this claim.”

• “The studio has not yet responded to requests for comment.”

• “The video could not be independently authenticated.”

• “This figure is based on preliminary estimates.”

Honest uncertainty is more trustworthy than false certainty.

 

16. Use of External Reporting

When relying on another news organization’s reporting:

• Attribute clearly.

• Link to the original source when possible.

• Do not present their reporting as our own.

• Add our own verification whenever feasible.

 

17. Reader Participation in Fact-Checking

Joy Nepal encourages readers to help improve accuracy.

Potential errors may be reported through our official contact channels. Editors will review credible submissions and take appropriate action.

 

18. Training and Editorial Responsibility

Fact-checking is a shared responsibility.

• Reporters are responsible for gathering and verifying information.

• Editors are responsible for reviewing accuracy and context.

• Senior editors are responsible for enforcing standards.

• Contributors must follow the same verification requirements as staff journalists.

Regular newsroom training on verification, digital forensics, misinformation, and AI-related risks should be conducted.

 

19. Commitment to Truth

Joy Nepal does not measure success solely by speed, traffic, or virality.

Our standard is whether a reasonable reader can rely on our journalism as verified, contextualized, transparent, fair, and responsible.

In a digital environment crowded with rumors, manipulated media, and synthetic content, Joy Nepal is committed to a simple principle:

 

We would rather be accurate than first.