22 Oct 2026GS4Topic
Case studies: welfare, empathy and public pressure
Original questions
3 for today1 · First Principles IAS original20 marks250 words
Meera Joshi took charge as District Collector of Bharatpur in March 2025. Her district was chosen as one of four pilots for an automated beneficiary verification system that cross-checks ration, pension and housing records against identity and banking databases, and flags suspected duplicates for deletion. The system was procured from a private vendor at a cost of Rs 9 crore, and the state has budgeted for statewide rollout in the coming financial year. In the first six months, 11,400 cards were deleted in the district. Reported savings were Rs 31 crore. Meera's district was ranked first in the state dashboard, and she was commended in writing by the Chief Secretary. In October, during a night halt in Kherli block, an elderly woman named Phoolwati tells her she has received no ration since June. Her card was flagged as a duplicate because her name appears as Phulwati in one record and her husband's name is spelt differently in another. She was never informed. She walked to the block office twice and was told the computer had removed her. Meera orders a sample check of 500 deletions. Of these, 217 appear to be genuine beneficiaries wrongly excluded, overwhelmingly from migrant, tribal and single-woman households. When she asks the vendor for the deletion logic, she is told the model is proprietary. The department's own officers cannot explain any individual deletion. Her proposal to suspend deletions is declined. The Principal Secretary notes that the savings figure has already been placed before the state cabinet, that no other district has reported such errors, and that a pause would delay the rollout. He adds, not unkindly, that she is the only Collector raising this. (a) What is your immediate response to the situation? (b) Discuss the ethical issues involved. (c) What arguments, logical and ethical, would you place before the state government to convince it of the need to act? (d) What safeguards should govern automated decisions that extinguish an entitlement?
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Phoolwati walked to the block office twice and was told a computer had removed her. When 217 of 500 sampled deletions look wrongful, the fault lies with the system, not with her.
(a) Immediate response
I would restore Phoolwati's ration that night and the 217 sampled families within days, using my power to hear grievances. Field staff would then reverify deletions from migrant, tribal and single woman households through camps in blocks like Kherli. My findings would go to the Principal Secretary in writing.
(b) Ethical issues
A right was extinguished without notice or hearing, which offends justice, and accountability has vanished because nobody can explain a deletion. The harm falls on the weakest households. There is also a personal test, since my ranking and the Chief Secretary's praise rest on the numbers I now doubt.
(c) Arguments for the state
An error rate of 43 per cent means much of the Rs 31 crore saving may be food taken from eligible families. No other district has reported errors because none has checked. Deletion without notice is arbitrary under Article 14 and unlikely to survive in court. A short pause costs far less than a flawed statewide rollout.
(d) Safeguards
Notice and hearing: No deletion without written notice and a reasoned order signed by a named officer.
Explainability: A proprietary model cannot extinguish a public right, so its logic must be open to audit.
Benefit continues during review: A flagged family keeps its ration until an officer verifies the flag in the field.
A system that cannot explain why Phoolwati went hungry has not saved money; it has shifted the cost to the poorest.
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Decode
Four parts: an immediate action, the ethical issues, an argument to a government that has already said no, and safeguards. The real trap is personal, because the Collector's own ranking rests on the flawed numbers.
Implicit demand
The examiner wants action within the Collector's own powers, an answer to each of the Principal Secretary's three objections, and safeguards that would have protected Phoolwati.
Architecture
An introduction built on Phoolwati, one heading per part, connected prose in (a) to (c), short points only in (d), then a verdict.
Articulation
Part (c) answers the cabinet figure, the silence of other districts and the rollout delay in turn. Money line: A system that cannot explain why Phoolwati went hungry has not saved money; it has shifted the cost to the poorest.
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Law and cases
Article 14 and the rule against arbitrary State action, and Article 21, which the Supreme Court has read to include the right to food.
The National Food Security Act, 2013, which makes subsidised grain a legal entitlement, with a grievance redress mechanism at district level.
The principle of audi alteram partem, that no one may be condemned unheard.
Concepts to use
Exclusion error and inclusion error: a reform that cuts leakage must not inflate exclusion.
Algorithmic accountability: a decision affecting a right must be explainable and open to appeal.
Human in the loop: a named officer signs the final order that extinguishes an entitlement.
Survivorship of silence: the absence of complaints elsewhere may only mean nobody has looked.
2 · First Principles IAS original20 marks250 words
Farhan Ali is District Magistrate of a border district. An enquiry into a school admission irregularity uncovers a family of six living in a village in the district. The parents entered the country without documents in 2007 and have worked as agricultural labour since. Their four children were born here, studied in local schools, speak only the local language, and have no connection with the country of origin. The eldest, Salma, aged eighteen, has cleared a state examination and been offered a nursing seat. Investigation establishes that the family's identity documents were obtained through a corrupt process involving a former village-level functionary, now deceased. The documents are therefore void. The law provides for deportation. But the neighbouring country's authorities do not acknowledge the family and are unlikely to issue travel documents. Detention pending deportation could therefore continue indefinitely, and would separate four children from school. The village panchayat has passed a resolution in the family's support; the parents have worked in the same three households for over a decade. A political organisation has publicised the case and demanded strict action, and has announced a demonstration outside the collectorate. Farhan's report will determine what happens. He can recommend prosecution and deportation proceedings, recommend regularisation of the children's position while proceeding against the parents, refer the matter for a policy decision, or record the facts without recommendation. (a) Identify the ethical issues involved. (b) How should the requirements of law be weighed against the position of children born in the country? (c) Evaluate each option available to Farhan. (d) Which would you adopt and why?
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The parents broke the law and their papers came through corruption, yet four children who know no other country have done nothing wrong. The report must respect the law without punishing children for their parents' choices.
(a) Ethical issues
Rule of law demands that fraud is not rewarded, or honest applicants and border control lose meaning. Against it stand the best interest of children facing statelessness, and fairness to parents who have worked honestly for years. Pressure from both sides tests the officer's impartiality.
(b) Law and the children
Under the Citizenship Act, 1955, as amended in 2003, children born after 3 December 2004 to an illegal migrant parent are not citizens by birth. Yet deportation that cannot happen becomes indefinite detention, which Article 21 does not permit for any person. Law sets the limits, and compassion decides how to act within them.
(c) Options
Prosecution and deportation: Lawful on paper, but it ends in indefinite detention and pulls children from school.
Regularise the children, proceed against the parents: Humane, but a District Magistrate can only recommend status, not grant it.
Refer for a policy decision: Right for a citizenship question, but alone it may cost Salma her seat.
Record facts only: Safe, but it abdicates the judgement his post exists to give.
(d) My choice
The second and third together. The parents would face proceedings without detention, under reporting conditions, and the children's case would go to the Union Home Ministry for a humanitarian decision. Salma should join the course meanwhile, and the demonstration would get policing but no say in the report.
Law must punish fraud without turning blameless children into stateless people.
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Decode
Four parts, and the question itself lists four options, so part (c) must evaluate each of them by name.
Implicit demand
The examiner wants the officer to see that deportation cannot happen without travel documents, so the real choice is how to treat the family lawfully and humanely while the question of status is decided above him.
Architecture
An introduction setting fraud against innocence, issues in prose, the legal position, the four options in a line each, a combined choice with concrete steps, then a verdict.
Articulation
Salma's nursing seat makes the cost of delay concrete. Money line: Law must punish fraud without turning blameless children into stateless people.
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Law and conventions
Section 3 of the Citizenship Act, 1955, as amended in 2003, on citizenship by birth.
The Foreigners Act, 1946, on the detention and removal of foreign nationals.
Article 21 protects every person on Indian soil, not only citizens.
The Convention on the Rights of the Child, 1989, which India ratified in 1992, on the best interest of the child.
Concepts to use
Statelessness, where no State recognises a person as its national.
Legality and equity: an officer may do only what the law allows, but must use discretion humanely within it.
Abdication of judgement: recording facts without a view is itself a choice with consequences.
3 · First Principles IAS original20 marks250 words
Arjun Bhattacharya is District Magistrate of a communally sensitive district. A large religious procession is scheduled for 18 September. On the evening of 16 September, a video begins circulating showing a man desecrating a place of worship. Within four hours the cyber cell establishes that the video is from another state and is three years old. By then it has been forwarded an estimated 80,000 times within the district. Two versions carry a voice-over naming a local locality. By 9 pm, crowds have gathered at two points. Shops in the main market have closed. Religious leaders of both communities have offered to issue a joint appeal but tell Arjun privately that people have already believed it, and that an appeal from them may now be read as taking sides. The Superintendent of Police recommends an immediate suspension of mobile internet across the district. Arjun knows what this will do. Payment systems in the district are almost entirely digital. The ambulance dispatch system for the district hospital runs on the same network. Class 12 supplementary results are due for release the next morning. And it will prevent his own administration from circulating the fact-check, which has already been prepared with the original video's provenance. The last shutdown in the state, ordered for two days, ran for nineteen. The Home Department has asked to be kept informed but has given no direction. (a) Identify the ethical issues involved. (b) What options are available to Arjun? Evaluate each critically. (c) Which would you adopt and why? (d) What principles should govern the use of communication shutdowns as an instrument of public order?
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The video is false, but people already believe it, and the procession is two days away. A shutdown would silence the rumour and the truth together.
(a) Ethical issues
Public safety pulls against the right to information and livelihood, since payments, ambulance dispatch and exam results all run on the network. A blanket shutdown punishes thousands for what a few shared, and would gag my own fact check. The nineteen day shutdown elsewhere shows how such orders outlive their purpose.
(b) Options
District wide shutdown: Fast and visible, but it stops ambulances and payments, blocks the fact check and pushes rumour to word of mouth.
Messaging alone: It protects rights, but crowds have gathered and an appeal may come too late.
Targeted response: Release the fact check with the original video, arrest those who added the voice over, and deploy police at the two points.
(c) What I would adopt
The targeted response. Each religious leader would appeal to his own community, so no one appears to take sides. If violence spreads, I would seek a suspension confined to the two localities for twelve hours, with ambulance lines exempted. Since the Home Department is silent, I would send my reasons in writing to the state Home Secretary, who alone can order it.
(d) Governing principles
Anuradha Bhasin versus Union of India, 2020, requires necessity, proportionality and the least restrictive means. Orders must be published with reasons, reviewed by a committee and lapse on a fixed date, so that two days cannot become nineteen.
A shutdown should be the last tool of a prepared officer, not the first reflex of a frightened one.
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Decode
Four parts. The decisive fact is that a shutdown would also block the administration's own fact check, which turns the Superintendent of Police's advice against its own purpose.
Implicit demand
The examiner wants proportionality: a targeted, prepared response with a narrow fallback, a way around the religious leaders' fear of seeming partisan, and the legal limits on shutdowns.
Architecture
An introduction on the time pressure, issues in prose, three options weighed in a line each, the choice with a fallback, the governing principles, then a verdict.
Articulation
The nineteen day shutdown is used twice, as an issue and as the reason for a fixed lapse date. Money line: A shutdown should be the last tool of a prepared officer, not the first reflex of a frightened one.
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Law and cases
Anuradha Bhasin versus Union of India, 2020, on proportionality, publication and review of shutdown orders.
The Telecom Suspension Rules, which place the power to order a suspension with the Union or State Home Secretary and require review by a committee.
Article 19(1)(a) on speech and Article 19(1)(g) on trade, with reasonable restrictions under Article 19(2).
Concepts to use
Proportionality: the measure must be suitable, necessary and the least restrictive available.
Misinformation: an old video is harmless as history and dangerous as a claim about today.
Prebunking and fast fact checks, which work only while the network is open.
Preventive policing through peace committees, route deployment and early rumour control.