Research-grade interactive checklist

Verification for breaking news should be transparent, graded, and updateable.

This version presents the Breaking News Verification Index as the full instrument, with eyewitness verification treated as one core subscale within a broader breaking-news framework. It adds social-media visuals and official-source conflict subscales, and includes a public verification log mode so a newsroom can show what it checked, what failed, what remains uncertain, and what will be pursued next.

Open the instrument

About BNVI

BNVI is an epistemic reporting instrument. It does not decide truth; it structures how a newsroom records, tests, narrows, and discloses claims during breaking news.

Purpose: convert vague verification norms into observable reporting actions across eyewitnesses, visuals, official claims, and live updates.
Unit of analysis: the reporting process around a specific breaking-news claim, not the moral character of a source.
Use case: phone-ins, eyewitness media, social visuals, official denials, and fast-moving web updates.

BNVI methodology

The BNVI scoring model is a structured prompt. It operationalizes verification through source path, provenance, time-place fit, contradiction testing, and audience transparency.

What the score means: readiness to publish a claim responsibly under current evidence constraints.
What the score does not mean: certainty, innocence, guilt, or final truth.
Interpretive rule: low scores require narrowing or holding; mid scores require caveats and a verification log; high scores still require revision room.

BNVI modules

Tick only the work you have actually done. BNVI scores the reporting pathway, not your confidence.

1. EVI subscale: source identity

Establish whether the source plausibly is who they say they are and whether their position in the event is credible.

Confirmed identity basics.Name, callback number, location, relation to event, and reachable follow-up contact.

Confirmed presence plausibility.Hotel, workplace, street, transit point, or event-specific details make the account situationally credible.

Asked how they know what they know.Direct witness, hearsay, social media relay, family message chain, or group chat repetition.

2. EVI subscale: eyewitness evidence

Do not stop at the spoken account. Ask what the source can show, send, or substantiate.

Asked for smartphone documentation.Photos, video, screenshots, location pin, voice notes, or timestamps.

Checked whether the material appears original.Not obviously forwarded, clipped, reposted, or borrowed from another account.

Looked for contextual clues.Landmarks, weather, signage, accents, uniforms, geography, light, traffic, or background sound.

3. Social-media visuals

Visuals need their own verification track. A compelling image can still be old, miscaptioned, synthetic, or geographically wrong.

Tried to identify the original upload.You traced the earliest or most primary version rather than relying on reposts.

Ran a reverse search or equivalent provenance check.You looked for older appearances, alternate captions, or prior unrelated use.

Checked whether visuals fit the claimed time and place.Date, terrain, weather, structures, local language, and known event chronology align.

4. Triangulation

Cross-check the account against other human and documentary sources, not just your own intuition.

Sought at least one independent source.Local journalist, local resident, hospital, union, NGO, transit authority, or nearby business.

Checked official statements critically.Police, emergency services, ministry, embassy, or military were consulted but not treated as self-validating truth.

Mapped agreement and contradiction.You logged what matches, what conflicts, and what remains unresolved.

5. Official-source conflict

This subscale is for situations where officials deny, minimize, delay, or strategically blur what appears to be happening.

Recorded official denials or minimizations precisely.You preserved the wording instead of paraphrasing away the conflict.

Tested official claims against observed or documentary evidence.You checked whether the denial fits the images, witness accounts, and local reporting.

Told the audience where the conflict lies.You did not falsely harmonize official and eyewitness claims into a fake certainty.

6. Newsroom constraints

If corroboration is incomplete, the explanation of constraint is part of the reporting, not a private excuse.

Documented why verification is limited.Danger, budget, no reporter on scene, language barriers, network outages, or time pressure.

Adjusted the framing to fit the evidence.You narrowed the claim rather than inflating it to fit the drama.

Prepared an update path.Website note, live blog, or verification log will evolve as evidence changes.

7. Audience transparency

The viewer or reader should see the state of knowledge, not just the newsroom’s final posture.

Told the audience what is unverified.Stated in plain language, not hidden in a fleeting caveat.

Told the audience why corroboration is incomplete.The obstacle is named clearly and honestly.

Published or prepared a verification note online.What you checked, what failed, what remains uncertain, and what comes next.

Verification spectrum

The score is a discipline aid, not a substitute for editorial judgment.

0–34

Hold. Too much rests on untested witness language, weak visuals, or unresolved official conflict.

35–59

Publish only as a narrow, caveated account. No sweeping framing.

60–79

Publish with a visible verification note and update plan.

80–100

Publish as strongly corroborated reporting while keeping room for correction and revision.

Transparency note

Draft language for broadcast, web, or live-blog publication.

Public verification log

Web-ready process disclosure modeled on the idea of showing the reporting trail, roadblocks, and dead ends.

Use timestamps for each update and distinguish updates from corrections.
Separate what is observed, what is alleged, what is denied, and what is unresolved.
State dead ends plainly: no answer, unsafe access, unavailable records, no budget, or no usable original files.