Triple

T8073104
Position Surface form Disambiguated ID Type / Status
Subject County of Orange E188421 entity
Predicate hasSocialServicesAgency P3933 FINISHED
Object Orange County Social Services Agency
The Orange County Social Services Agency is the public agency responsible for delivering welfare, protective, and supportive social services to residents of Orange County, California.
E710306 NE FINISHED

How this triple was built (5 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: Orange County Social Services Agency | Statement: [County of Orange, hasSocialServicesAgency, Orange County Social Services Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Orange County Social Services Agency
Context triple: [County of Orange, hasSocialServicesAgency, Orange County Social Services Agency]
  • A. Los Angeles County Department of Public Social Services
    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. Orange County Sheriff’s Office
    The Orange County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety in Orange County, Florida, including the Orlando metropolitan area.
  • D. Orange County Board of County Commissioners
    The Orange County Board of County Commissioners is the elected legislative and policy-making body responsible for setting laws, budgets, and overall direction for Orange County, Florida.
  • E. Orange County Board of Commissioners
    The Orange County Board of Commissioners is the elected governing body responsible for setting policy, passing local ordinances, and overseeing county services and budgets in Orange County, North Carolina.
  • 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: Orange County Social Services Agency
Triple: [County of Orange, hasSocialServicesAgency, Orange County Social Services Agency]
Generated description
The Orange County Social Services Agency is the public agency responsible for delivering welfare, protective, and supportive social services to residents of Orange County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Orange County Social Services Agency
Target entity description: The Orange County Social Services Agency is the public agency responsible for delivering welfare, protective, and supportive social services to residents of Orange County, California.
  • A. Los Angeles County Department of Public Social Services
    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. Orange County Sheriff’s Office
    The Orange County Sheriff’s Office is the primary law enforcement agency responsible for policing and public safety in Orange County, Florida, including the Orlando metropolitan area.
  • D. Orange County Board of County Commissioners
    The Orange County Board of County Commissioners is the elected legislative and policy-making body responsible for setting laws, budgets, and overall direction for Orange County, Florida.
  • E. Orange County Board of Commissioners
    The Orange County Board of Commissioners is the elected governing body responsible for setting policy, passing local ordinances, and overseeing county services and budgets in Orange County, North Carolina.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSocialServicesAgency
Context triple: [County of Orange, hasSocialServicesAgency, Orange County Social Services Agency]
  • A. hasCommunityService
    Indicates that an entity is associated with, participates in, or is subject to community service activities or obligations.
  • B. managedSocialAffairsOf
    Indicates that one entity was responsible for organizing, overseeing, or conducting the social affairs or social-related activities of another entity.
  • C. hasPublicHousingAuthority
    Indicates that an entity is associated with, governed by, or served by a specific public housing authority.
  • D. publicAgency chosen
    Indicates that an entity functions as a government-controlled or government-authorized organization that provides public services or carries out public administration.
  • E. servesAgency
    Indicates that one entity performs services or functions on behalf of, or under the authority of, an agency.
  • F. None of above.

Provenance (6 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_69ca82b50c708190863f661d438e68df completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb40482200819086c639f64c01fbb5 completed March 31, 2026, 3:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63ecb04881909b1849dc4ef7c2bc completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651d340c819089306bac7110f57a completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc666ecc04819092ee4cc035dde627 completed April 1, 2026, 12:27 a.m.
PD Predicate disambiguation batch_69cb049f1614819087360d1a4c6f0faa completed March 30, 2026, 11:17 p.m.
Created at: March 30, 2026, 5:27 p.m.