Triple

T5611008
Position Surface form Disambiguated ID Type / Status
Subject Luskin School of Public Affairs E147355 entity
Predicate hasDivision P35 FINISHED
Object 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.
E538737 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: Department of Social Welfare | Statement: [Luskin School of Public Affairs, hasDivision, Department of Social Welfare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Social Welfare
Context triple: [Luskin School of Public Affairs, hasDivision, Department of Social Welfare]
  • A. Department of Social Welfare and Development
    The Department of Social Welfare and Development is the Philippine government agency responsible for formulating and implementing policies, programs, and services aimed at social protection, poverty alleviation, and the welfare of vulnerable sectors of society.
  • B. Department of Social Services
    The Department of Social Services is a local government agency that administers public assistance, child and family services, and related social support programs for residents of Prince William County.
  • C. Department of Human Services
    The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
  • D. Labour and Welfare Bureau
    The Labour and Welfare Bureau is a policy bureau of the Hong Kong government responsible for labour affairs, employment policy, and social welfare services.
  • E. Department of Social Security
    The Department of Social Security was a former UK government department responsible for administering social security benefits and welfare payments before its functions were absorbed into successor bodies.
  • 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: Department of Social Welfare
Triple: [Luskin School of Public Affairs, hasDivision, Department of Social Welfare]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Social Welfare
Target entity description: 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.
  • A. Department of Social Welfare and Development
    The Department of Social Welfare and Development is the Philippine government agency responsible for formulating and implementing policies, programs, and services aimed at social protection, poverty alleviation, and the welfare of vulnerable sectors of society.
  • B. Department of Social Services
    The Department of Social Services is a local government agency that administers public assistance, child and family services, and related social support programs for residents of Prince William County.
  • C. Department of Human Services
    The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
  • D. Ministry of Social Security
    The Ministry of Social Security is North Korea’s national police and internal security agency responsible for public order, surveillance, and social control.
  • E. Labour and Welfare Bureau
    The Labour and Welfare Bureau is a policy bureau of the Hong Kong government responsible for labour affairs, employment policy, and social welfare services.
  • 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_69c0090500f881908374285baf0ac46f completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0211fad448190b068b77ed25931d5 completed March 22, 2026, 5:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d4d7f4c8190a58124f983589cd2 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c056a981f881908663c315fe2db829 completed March 22, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69c0573ca734819098de3376ff93c309 completed March 22, 2026, 8:55 p.m.
Created at: March 22, 2026, 3:39 p.m.