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LivePolitics & Elections· Updated 2 NovLimited coverageBefore the courts

Andhra Pradesh civic polls begin, TDP-YSRCP workers clash in Pulivendula

Polling in Andhra Pradesh's urban local body elections began at 7 am on Sunday and runs until 5 pm, with counting set for November 3. Police say TDP and YSRCP workers clashed and threw stones in Pulivendula, and a large security force has been deployed statewide.

Why it matters: The polls decide civic governance in cities and towns across Andhra Pradesh and test the ruling TDP against the opposition YSRCP at the local level.

Based on 3 articles read in full. Scores describe each article's framing, not the outlet and not whether it is accurate.

Large outlets read: 1 of 15 (Hindustan Times). Most of India’s largest outlets, including NDTV, India Today, Times of India, Hindustan Times, The Hindu and Indian Express, block our reader in this prototype, so their coverage is missing here. The launch pipeline reads their public feeds.

What's missing: The articles do not explain why they give different numbers of bodies polling, 100 versus 92.

What everyone agrees on

  • Polling began at 7 am on Sunday and ends at 5 pm, with tight security in place. 1 2 3
  • Police deployed 36,351 personnel across 4,372 locations statewide. 1 2
  • Violence between TDP and YSRCP cadres during nomination filing led to cases being registered. 1 2
  • Counting of votes is scheduled for November 3. 1

How the coverage differs

All three articles are neutral in tone. They differ in emphasis and in the number of bodies polling, which is given as 100 in two articles and 92 in one.

  • Law and order: police say TDP and YSRCP workers clashed and threw stones in Pulivendula, where about 1,000 personnel, CCTV cameras and drones were used. 2
  • Polling logistics: the State Election Commission's scale of 13 municipal corporations and 87 municipalities and Nagar Panchayats, with statewide security numbers. 1 2
  • Voters and candidates: ministers and TDP MLA N. Balakrishna voted, about 99.35 lakh voters are eligible, and some posts and wards were won unopposed. 3

Where they disagree

No real disagreement between sides in this coverage.

What's missing

  • Number of bodies: two articles say 100 urban local bodies are polling and one says 92, with no explanation of the gap. 1 2 3
  • Pulivendula details: no report gives injuries, arrests or what set off the clash, beyond the DIG's statement. 2
  • Turnout: no article gives a turnout figure. 1 2 3
  • Earlier cases: no count of the cases registered over the nomination-filing violence is given. 1 2

The articles

Not ideological
1 · Telangana TodayConfidence: Medium
Polling begins for 100 urban local bodies in Andhra Pradesh
This article:

Why: Plain report of polling start and security arrangements in Andhra Pradesh civic polls; no ideological framing, and a brief neutral mention of earlier TDP-YSRCP violence.

2 · Hindustan TimesConfidence: Medium
Local body polls underway in Andhra Pradesh, TDP-YSRCP workers clash in Pulivendula
This article:

Why: Plain report of local polls and a party clash in Andhra Pradesh. It has no ideological framing on religion, social justice or statism, and it gives both parties' roles evenly.

3 · Telangana TodayConfidence: High
Balakrishna, Andhra Pradesh ministers cast votes in municipal elections
This article:

Why: Routine report of polling day in Andhra Pradesh municipal elections, with logistics and turnout figures; no policy or ideological framing and balanced mention of all parties.

How we score

Ideology score, −10 to +10

Left-leaning (−10 to −3)
Secular-pluralist framing, minority protection, caste justice and voter access, civil liberties, an active state.
Centre (−2 to +2)
Several positions represented fairly, neutral language, reporting kept apart from opinion.
Right-leaning (+3 to +10)
Cultural nationalism, national strength and security, scepticism of group-based policy, voter-roll integrity, market-led growth.

Stance toward the government

Critical, Neutral or Supportive, scored separately. It refers to the Union government unless the story is about a state. On the spectrum strip, each dot is an article: its position is the ideology score and its colour is the stance.

The swap test

If an article would score differently with the parties' roles reversed, that signal is partisanship. It goes into the stance tag, not the ideology score.

Confidence

High, Medium or Low, based on how much of the article was read, how many clear signals it has, and whether they agree.

Limited coverage and blindspots

Stories with fewer than five articles are marked. A blindspot is a contested story where we found coverage from only one side.

Not ideological

Articles that touch none of the three dimensions, such as a car launch or a match report, carry no ideology score.

How often the feed refreshes

This prototype is refreshed by hand (last on 17 Oct, 03:00 IST). At launch:

Wires and the top 20 outletschecked every 5 minutes
All other outletschecked every 15 minutes
New storygoes up at 3 articles from 2 or more outlets, marked Limited coverage
Live storiesnew articles added every 15 minutes; summary rewritten at most hourly
Home page orderevery 15 minutes

Updates are added, never rewritten

New facts go into a dated update log at the top of the story. New articles carry an “Added” tag. If a note or list changes, the earlier version stays viewable.

Live, winding down, archived

A story is Live while coverage arrives, Winding down after about 2 days without new coverage, and Archived after about 7. Nothing is deleted: links never change, archived scores are frozen, and stories stay on their issue pages and in search.

Large outlets missing

NDTV, India Today, Times of India, Hindustan Times, The Hindu, Indian Express, News18, ABP, Times Now and Mint block the reader used for this prototype, so their articles are missing. Each story shows how many of India’s 15 largest outlets we read. The launch pipeline will read outlets’ public feeds, TV transcripts and Hindi articles.

Who is accountable

Editor and grievance officer

Editor-in-charge: S. Kalra, editor@thenazariya.com. The editor-in-charge sets Nazariya's editorial rules, reviews the AI desks' daily decisions, and is responsible for everything we publish.

How we work: AI reads and scores every article against our published rubric; an AI standards desk checks accuracy and fairness; people set the rules, review decisions and handle complaints.

Grievance officer under the IT Rules, 2021: to be confirmed (based in India). Until then, write to grievance@thenazariya.com. Complaints are acknowledged within 24 hours and resolved within 15 days. To report a factual error: corrections@thenazariya.com. Other questions: support@thenazariya.com.

Funding and ownership

Ownership: Nazariya is independently owned by S. Kalra, an Indian citizen.

Funding: Nazariya is currently funded entirely by its founder. It carries no advertising and takes no money from any political party, government or party-linked organisation. In future it will be supported by optional reader memberships. Any other funder, grant or investor will be listed here, with the amount and date.

Independence: No owner, funder or member can change a story, a score or a correction. Scores follow the published rubric, and anyone can appeal them.

Appeals

Anyone, including the outlet that published an article, can appeal a score: tap any score on a story page, then "Appeal this score" to write to the editor. Outlets can also dispute a summary. The editor reviews every appeal, and any change is recorded below. Appeals: appeals@thenazariya.com.

Rules we follow

No detail that could identify a child or a survivor of sexual violence (Juvenile Justice Act, POCSO, BNS section 72). Court cases are reported as what was said and alleged. No analysis of a poll in the 48 hours before voting there (Representation of the People Act, section 126). Press Council and NBDSA norms on communal incidents.

Corrections log

  • 16 Oct · Goregaon toddler death: removed the building's name and an unverified claim about the 10-year-old's health, to protect the child's identity.
  • 16 Oct · India–US trade deal: merged two duplicate story pages into one.
  • 16 Oct · INS Mangrol: one report names the commissioning officer differently from three others; flagged in the story, not resolved.