← the record
AIAAIC-1313

Parivar Pehchan Patra algorithm declares living people dead

Several thousand welfare beneficiaries in the Indian state of Haryana were denied access to their pensions and other welfare benefits having been wrongfully declared dead by an AI-powered algorithm. Parivar Pehchan Patra (PPP) is an algorithmic system that provides Ha ryana families with an eight-digit unique ID b ased on income, age, employment and other data. It is intended to streamline the delivery of welfare services and help reduce fraud by linking different databases together to produce a ‘single source of truth’. Birth, Death and Marriage records are linked to ensure automatic updating of family data. After 102-year-old Dhuli Chand was forced to put together a mock wedding procession to prove to Haryana officials that he was alive, government data was released revealing that over 300,000 pensions were stopped in the three years since claimants had been classified 'dead'. 70 percent (44,050) of a smaller sample of 63,353 pensions that were halted were later found to have been flagged incorrectly. Beneficiaries of subsidised food and other schemes were also excluded because the algorithm made wrong predictions about their incomes or employment, according to Al-Jazeera . Syste m 🤖 Parivar Pehchan Patra 🔗 Operator: Haryana citizens Developer: Government of Haryana Country: India Sector: Govt - welfare Purpose: Assess welfare eligibility Technology: Machine learning Issue: Accountability; Accuracy/reliability; Human/civil rights; Privacy

Date it happened
2020-01-01
Organisation involved
Citizen Resources Information Department
Product, system or model
Parivar Pehchan Patra
Where this came from
Share this incident
XLinkedInFacebookWhatsAppEmail
Attribution

This incident was imported from AIAAIC and is used under CC BY-SA 4.0. Our additions to it — the structured fields, the translation, the checks against other reports — are published under the same licence.

This is a record of what was reported, not a finding that anyone broke the law. If it names your organisation and you believe it is wrong, the corrections process is free and open to everyone.