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Pune Police Seek Polygraph Tests in Ketan Agarwal Murder Investigation

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Pune Police Seek Polygraph Tests in Ketan Agarwal Murder Investigation

Analysed 3 Jul 2026·2 sources analysed·United States·Crime
Pune Police Seek Polygraph Tests in Ketan Agarwal Murder InvestigationPreviousNext

The Pune police have sought court permission to conduct polygraph tests on Siya Goyal and co-accused Chetan Chaudhary in the murder investigation of businessman Ketan Agarwal. Polygraph tests measure physiological responses to assess truthfulness but do not directly detect lies and can be influenced by anxiety or stress. In India, such tests require consent and refusal cannot be used against the accused. Experts consider polygraphs unreliable, and their legal admissibility varies internationally.

TBN's observations

First-hand measurement across 2 sources

We measured how 2 outlets covered this story. Coverage leans balanced overall (Left 5%, Centre 95%, Right 0%). Overall sentiment is neutral (45/100). Lens Score 45/100 — moderate-to-low public interest.

Outlets analysed (first-hand measurement by TBN's Bias Engine):

  • indianexpress— balanced framing, neutral sentiment
  • freepressjournal— balanced framing, neutral sentiment
Political Bias
5%95%0%
Sentiment
45%
AI analysis of 2 sources · Published under editorial oversight by The Balanced News
Analysed 3 Jul 2026· How this analysis is produced· Editorial standards· Corrections

AI Analysis

Political bias across 2 sources
● Left 5%● Center 95%● Right 0%

The articles present a neutral perspective focused on the procedural aspects of the investigation and the scientific basis of polygraph tests. They include law enforcement actions and expert views without political framing or partisan commentary, reflecting a factual and balanced approach to the case and the use of lie detection methods.

Sentiment — Neutral (45/100)

The tone across the articles is neutral and informative, emphasizing the technical details and limitations of polygraph tests without sensationalizing the murder case. Coverage neither expresses optimism nor skepticism about the investigation but maintains an objective stance on the scientific and legal context.

How 2 sources covered this story

Each source's own headline, political lean, and sentiment — so you can see framing differences at a glance.

Reviewed byDushyant Deshmukh· Investigative Writer· Edited byOjas Kale
← Previous
Four Arrested for Alleged Assault on Police During Kerala Anti-Narcotics Drive
Next →
Hyderabad Woman Found Dead in Hotel; Police Investigate Suicide and Homicide Claims
SourceTheir headlineBiasSentiment
indianexpressSiya-Ketan case: As police seek polygraph nod, how 'lie-detector' tests work -- and don'tCenterNeutral
freepressjournalWhat Is A Polygraph Test? Why Is It Important In The Ketan Agarwal Murder Case?CenterNeutral

Coverage timeline

freepressjournal broke this story on 3 Jul, 06:49 am. Other outlets followed.

  1. 1
    freepressjournal3 Jul, 06:49 am
    What Is A Polygraph Test? Why Is It Important In The Ketan Agarwal Murder Case?
  2. 2
    indianexpress3 Jul, 07:59 am
    Siya-Ketan case: As police seek polygraph nod, how 'lie-detector' tests work -- and don't

Lens Score breakdown

45/100
Public interest32/100
Coverage gap100%

Story is receiving appropriate media attention relative to public interest.

Who's involved

Institutions and figures named across source coverage.

Government
Pune PoliceNational Human Rights CommissionCentral Bureau of Investigation
Enforcement
Pune PolicePoliceCentral Bureau of Investigation
Judiciary
Supreme Court of India

Story context

Category
Crime
Location
United States
Sources analysed
2
Last analysed
3 Jul 2026
Key entities
PolygraphMurderBlood pressureSupreme Court of the United StatesDeceptionInterrogationAnxietyHeart rateAdmissible evidenceCriminal investigationForensic scienceClosed-circuit television