Triple

T6933579
Position Surface form Disambiguated ID Type / Status
Subject Government of Sindh E160495 entity
Predicate hasDepartment P35 FINISHED
Object 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.
E628949 NE FINISHED

How this triple was built (4 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: Sindh Social Welfare Department | Statement: [Government of Sindh, hasDepartment, Sindh Social Welfare Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sindh Social Welfare Department
Context triple: [Government of Sindh, hasDepartment, Sindh Social Welfare Department]
  • A. Department of Social Welfare
    The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
  • B. Government of Sindh
    The Government of Sindh is the provincial governing authority of Pakistan’s Sindh province, responsible for regional administration, legislation, and public services.
  • C. Social Welfare Department, Delhi
    The Social Welfare Department, Delhi is a governmental body responsible for formulating and implementing social welfare policies and programs for vulnerable and disadvantaged groups in the National Capital Territory of Delhi.
  • D. Sindh Secretariat
    Sindh Secretariat is the principal administrative complex of the Government of Sindh in Karachi, housing the offices of top provincial officials and key government departments.
  • E. Palli Samgathana Vibhaga
    Palli Samgathana Vibhaga is a rural reconstruction and development studies institute within Visva-Bharati University, focusing on community-based education and sustainable rural development.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Sindh Social Welfare Department
Triple: [Government of Sindh, hasDepartment, Sindh Social Welfare Department]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sindh Social Welfare Department
Target entity description: 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.
  • A. Department of Social Welfare
    The Department of Social Welfare is an academic unit within UCLA’s Luskin School of Public Affairs that focuses on education and research in social work and social welfare policy and practice.
  • B. Government of Sindh
    The Government of Sindh is the provincial governing authority of Pakistan’s Sindh province, responsible for regional administration, legislation, and public services.
  • C. Social Welfare Department, Delhi
    The Social Welfare Department, Delhi is a governmental body responsible for formulating and implementing social welfare policies and programs for vulnerable and disadvantaged groups in the National Capital Territory of Delhi.
  • D. Sindh Secretariat
    Sindh Secretariat is the principal administrative complex of the Government of Sindh in Karachi, housing the offices of top provincial officials and key government departments.
  • E. Palli Samgathana Vibhaga
    Palli Samgathana Vibhaga is a rural reconstruction and development studies institute within Visva-Bharati University, focusing on community-based education and sustainable rural development.
  • F. None of above. chosen

Provenance (5 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_69c6884e15208190b9e91487eaafcf85 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da415b1481908d70b92ecd5fd8e6 completed March 27, 2026, 7:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7514ead808190bff53b49b5f331fb completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c7524d677c81909531ba9bb46f2632 completed March 28, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_69c752bef2808190843f3cad53aa5702 completed March 28, 2026, 4:02 a.m.
Created at: March 27, 2026, 2:27 p.m.