How we work.

An independent publication owes the citizen a clear account of its editorial discipline. This page documents how Bharat Pulse decides what to publish, how to classify it, when to refuse a verdict, and what to do when we are wrong. If you find a flaw in this method, write to us through the Citizen Desk; we will respond on this page.

1 · What we aggregate

Bharat Pulse pulls news, every five minutes, from a curated set of Indian newsrooms — national English desks, regional English city desks, and vernacular publications in Hindi, Marathi, Bengali, Tamil, Telugu, Gujarati, Punjabi, Kannada, Malayalam, Urdu, and Odia. The full publisher list appears in the credit line of any individual story. Independent fact-check desks (Alt News, Factly, Vishvas News, Newschecker, PIB Fact Check) are pulled into a separate Fact-Check rail.

2 · Attribution before reach

We aggregate and attribute. We do not rewrite or rehost the original reporting. Every headline links to its original publisher. Our value-add is collation, translation of vernacular headlines into English, deduplication of the same event reported by multiple newsrooms, an editorial classification, and a public vote — not the journalism itself.

3 · Translation

Vernacular headlines are translated into English so a reader who reads only English can follow the day in Marathi or Tamil journalism. The original headline is always preserved and visible under the English version. Readers can toggle the entire site between English and the original languages at any time. We translate headlines; we do not translate (or quote) the body. For depth, the link to the original publisher is always one click away.

4 · Civic Status — how stories are classified

Every story is labelled under our Civic Status taxonomy: Milestone, Crisis, Accountability, State Action, Strategic, Reform, Contested, Problem, Response, or Noise. These describe the civic function of the story, not a moral verdict. They are designed to be defensible to a careful citizen regardless of political view:

• Milestone — a substantive achievement confirmed in the story.
• Crisis — an active emergency with present harm.
• Accountability — documented wrongdoing or institutional failure with evidence (audit, court order, charge-sheet).
• State Action — coercive or executive state action — raids, arrests, demolitions — whose legitimacy depends on legality and proportionality. Not auto-bad, not auto-good. The same label whichever government acts.
• Strategic — national-interest moves: defence, diplomacy, energy, space, border infrastructure. India's strength is weighed positively as a public good.
• Reform — institutional motion that adds capacity, rights, or accountability.
• Contested — a policy or social choice where thoughtful citizens land on either side. We use this generously; we'd rather mark a story Contested than force a wrong verdict.
• Problem Documented — a systemic failure documented in data or reporting.
• Response Underway — institutional or civic response to a problem in progress.
• Noise — partisan rhetoric, defection theatre, celebrity gossip — demoted in the feed.

Each story also carries a Confidence chip: Confirmed, Developing, or Alleged. Hard rule: police claims, FIRs, raids, demolitions, and sedition / UAPA cases cannot exceed Alleged until courts have ruled. Allegations stay allegations.

Editorial discipline behind the classification — same rulebook for every government, every party, every state, every faith. Acts of state force are not automatically bad and not automatically good. A policy a reader (or we) would personally argue against is not Bad; only genuine identifiable harm meets that bar. When a headline is ambiguous, we prefer Contested or Developing over a strong label. We avoid framings that don't fit Indian constitutional or social context.

5 · Multi-source clustering

When the same real-world event is reported by a Marathi, Hindi, and English newsroom, the three reports collapse into one card with all the sources stacked underneath. Each card shows the number of newsrooms and languages reporting an event — the source-diversity signal. A single-source story is flagged for that reason; readers know to treat it with extra care until corroborated.

6 · Ranking

Stories are ordered by an open principle: events covered by many independent newsrooms rise to the top; recency matters; Noise is heavily demoted. Multi-source substantive events from the last few hours lead the page. Single-source claims, however dramatic, do not lead.

7 · The public vote

Every story carries a vote bar. Citizens can confirm or challenge the editorial verdict (Good · Bad · Ugly). When public votes outweigh the editorial baseline in a different direction, the story carries a public "Citizens challenged this" stamp showing the editorial-vs-citizen delta. Counts are visible; nothing is hidden. One vote per browser per story, changeable. No login required.

8 · बेबाक — the editorial desk

Bharat Pulse publishes opinion under a single named editorial persona: बेबाक (Bebaak). Each take is short (~110 words), labelled with one of eight opinion verdicts — Hope, Concern, Outrage, Question, Idea, Shame, Pride, Reform — and cites the news story it responds to. Opinion is firewalled from news classification: the desk has a voice; the news labels do not. बेबाक refuses to opine on defection rumours, single-source claims, partisan-attack rhetoric, or celebrity gossip; better to publish nothing than to embarrass ourselves with hot takes on noise.

9 · The Daily Brief

Once a day (after 06:00 IST) we publish a Daily Brief — "5 things that matter · 2 rumours to ignore · 1 reform to watch." Reporterial voice, sharp one-line takeaways, beat-diverse selection. The "reform to watch" surfaces structural changes citizens should track over weeks, not days. Past editions are archived at /brief/YYYY-MM-DD.

10 · The Citizen Desk (unverified by design)

Anyone can submit a story via the Contribute button. Submissions are stored, displayed with claim and proof side-by-side, and explicitly flagged UNVERIFIED. We do not edit submissions. We do not verify them. The label is the contract.

11 · Public traffic dashboard

Our traffic data lives at /visitors — page views, sessions, top stories, countries, devices, languages. No cookies, no IP addresses stored, no third-party trackers, no analytics services. The dashboard is the only data we collect and the only data we publish. Radical transparency as design, not footer trivia.

12 · Corrections

If a story is mis-classified, mis-attributed, or mis-translated, write to us through the Citizen Desk (title: "CORRECTION:"). We will adjust and publish a note on this page. The public vote acts as a slower self-correction: when citizens systematically disagree with a classification, the verdict shifts and the editorial-vs-citizen delta becomes public.

13 · Funding, conflicts, ownership

Bharat Pulse is built and maintained inside TechWave Academy, a small Indian software/AI shop. Operating costs are paid out of pocket. There are no advertisers, no sponsors, no political donors, no investors. The maintainer holds no political-party position, no candidacy, no government appointment. If any of this changes, this paragraph will change first.

Satyameva Jayate — truth alone triumphs, but only if we work for it.