Triple

T18658415
Position Surface form Disambiguated ID Type / Status
Subject Government of Punjab, Pakistan E456126 entity
Predicate hasDepartment P35 FINISHED
Object Punjab Social Welfare and Bait-ul-Maal Department NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Punjab Social Welfare and Bait-ul-Maal Department | Statement: [Government of Punjab, Pakistan, hasDepartment, Punjab Social Welfare and Bait-ul-Maal Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Punjab Social Welfare and Bait-ul-Maal Department
Context triple: [Government of Punjab, Pakistan, hasDepartment, Punjab Social Welfare and Bait-ul-Maal Department]
  • A. Sindh Social Welfare Department
    Sindh Social Welfare Department is a provincial government body in Sindh, Pakistan responsible for planning and implementing social welfare, protection, and support services for vulnerable and marginalized groups.
  • B. Department of Finance, Punjab
    The Department of Finance, Punjab is the state government ministry responsible for managing Punjab’s public finances, including budgeting, expenditure control, and fiscal policy.
  • C. Sindh Finance Department
    The Sindh Finance Department is the provincial government body responsible for managing public finances, budgeting, and fiscal policy in Pakistan’s Sindh province.
  • D. Department of Health and Family Welfare, Punjab
    The Department of Health and Family Welfare, Punjab is the state government body responsible for public health services, medical infrastructure, and family welfare programs across the Indian state of Punjab.
  • E. Government of Punjab
    The Government of Punjab is the state-level governing authority responsible for administering the Indian state of Punjab, including its legislative, executive, and administrative functions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Punjab Social Welfare and Bait-ul-Maal Department
Target entity description: The Punjab Social Welfare and Bait-ul-Maal Department is a provincial government body in Pakistan responsible for social protection, welfare services, and financial assistance programs for vulnerable and disadvantaged groups in Punjab.
  • A. Sindh Social Welfare Department
    Sindh Social Welfare Department is a provincial government body in Sindh, Pakistan responsible for planning and implementing social welfare, protection, and support services for vulnerable and marginalized groups.
  • B. Department of Finance, Punjab
    The Department of Finance, Punjab is the state government ministry responsible for managing Punjab’s public finances, including budgeting, expenditure control, and fiscal policy.
  • C. Sindh Finance Department
    The Sindh Finance Department is the provincial government body responsible for managing public finances, budgeting, and fiscal policy in Pakistan’s Sindh province.
  • D. Department of Health and Family Welfare, Punjab
    The Department of Health and Family Welfare, Punjab is the state government body responsible for public health services, medical infrastructure, and family welfare programs across the Indian state of Punjab.
  • E. Government of Punjab
    The Government of Punjab is the state-level governing authority responsible for administering the Indian state of Punjab, including its legislative, executive, and administrative functions.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55087ae8081909cb4c0ce6c809d55 completed April 19, 2026, 10 p.m.
Created at: April 10, 2026, 11:48 a.m.