Triple

T8356365
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles County government E196689 entity
Predicate socialServicesAgency P82269 FINISHED
Object Los Angeles County Department of Public Social Services E588462 NE FINISHED

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: Los Angeles County Department of Public Social Services | Statement: [Los Angeles County government, socialServicesAgency, Los Angeles County Department of Public Social Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Los Angeles County Department of Public Social Services
Context triple: [Los Angeles County government, socialServicesAgency, Los Angeles County Department of Public Social Services]
  • A. Los Angeles County Department of Public Social Services chosen
    The Los Angeles County Department of Public Social Services is the county agency responsible for administering welfare, food assistance, and other social service programs to low-income and vulnerable residents throughout Los Angeles County.
  • B. Los Angeles County Department of Children and Family Services
    The Los Angeles County Department of Children and Family Services is the county agency responsible for child welfare, including abuse and neglect investigations, foster care, and family support services in Los Angeles County.
  • C. Los Angeles County Department of Health Services
    The Los Angeles County Department of Health Services is the public health care system for Los Angeles County, operating hospitals and clinics that provide medical services to millions of residents, particularly underserved communities.
  • D. California Department of Social Services
    The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
  • E. Los Angeles County Department of Public Health
    The Los Angeles County Department of Public Health is the county agency responsible for protecting and promoting the health of residents in Los Angeles County through disease prevention, health education, and public health services.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: socialServicesAgency
Context triple: [Los Angeles County government, socialServicesAgency, Los Angeles County Department of Public Social Services]
  • A. socialServiceWing
    Indicates that an entity functions as or is associated with a division or unit dedicated to providing social services or welfare-related activities.
  • B. socialMedia
    Indicates a relationship where one entity uses, is associated with, or interacts through social networking or content-sharing platforms with another entity.
  • C. socialCustom
    Indicates a culturally shared, customary way of behaving or interacting that is expected or considered appropriate within a particular social group or context.
  • D. mediaAffiliate
    Indicates a relationship where one media entity is affiliated with, partnered to, or formally associated with another media organization or outlet.
  • E. socialCenter
    Indicates that a place functions as a primary gathering point or hub for social interaction and community activities.
  • 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_69ca82f08b348190bfb7881944bbff6f completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb804a344c819089c0a13fe66e3088 completed March 31, 2026, 8:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc765e5c4819096b5f9129ee416a0 completed April 2, 2026, 1:33 a.m.
PD Predicate disambiguation batch_69cb70ca25548190b0f90c5384e3fb3c completed March 31, 2026, 6:59 a.m.
PDg Predicate description generation batch_69cb76d823b08190a54fadb50660cda5 completed March 31, 2026, 7:25 a.m.
Created at: March 30, 2026, 5:59 p.m.