Triple

T5256606
Position Surface form Disambiguated ID Type / Status
Subject California Department of Social Services E118715 entity
Predicate administers P123 FINISHED
Object In-Home Supportive Services program
The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
E507007 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: In-Home Supportive Services program | Statement: [California Department of Social Services, administers, In-Home Supportive Services program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: In-Home Supportive Services program
Context triple: [California Department of Social Services, administers, In-Home Supportive Services program]
  • A. Program of Comprehensive Assistance for Family Caregivers
    The Program of Comprehensive Assistance for Family Caregivers is a U.S. Department of Veterans Affairs initiative that provides financial support, training, and resources to family members who serve as primary caregivers for eligible veterans with serious service-connected disabilities.
  • B. Centers for Independent Living programs
    Centers for Independent Living programs are community-based, consumer-controlled organizations that provide services and advocacy to help people with disabilities live independently and fully participate in society.
  • C. Continuum of Care Program
    The Continuum of Care Program is a U.S. Department of Housing and Urban Development (HUD) initiative that funds and coordinates community-based efforts to end homelessness through housing and supportive services.
  • D. Section 202 Supportive Housing for the Elderly Program
    Section 202 Supportive Housing for the Elderly Program is a federal initiative that funds the development and rental assistance of affordable, supportive housing for very low-income older adults in the United States.
  • E. Lifeline program
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • 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: In-Home Supportive Services program
Triple: [California Department of Social Services, administers, In-Home Supportive Services program]
Generated description
The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: In-Home Supportive Services program
Target entity description: The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
  • A. Program of Comprehensive Assistance for Family Caregivers
    The Program of Comprehensive Assistance for Family Caregivers is a U.S. Department of Veterans Affairs initiative that provides financial support, training, and resources to family members who serve as primary caregivers for eligible veterans with serious service-connected disabilities.
  • B. Centers for Independent Living programs
    Centers for Independent Living programs are community-based, consumer-controlled organizations that provide services and advocacy to help people with disabilities live independently and fully participate in society.
  • C. Continuum of Care Program
    The Continuum of Care Program is a U.S. Department of Housing and Urban Development (HUD) initiative that funds and coordinates community-based efforts to end homelessness through housing and supportive services.
  • D. Section 202 Supportive Housing for the Elderly Program
    Section 202 Supportive Housing for the Elderly Program is a federal initiative that funds the development and rental assistance of affordable, supportive housing for very low-income older adults in the United States.
  • E. Lifeline program
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • 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_69bd446978108190bb5f9c5c23d93f88 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ba4ecd88190800b5e4eea3abed5 completed March 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69befe7ded18819094f86cfff458953c completed March 21, 2026, 8:24 p.m.
NEDg Description generation batch_69beff0dda548190831d34282afa9b8e completed March 21, 2026, 8:26 p.m.
NED2 Entity disambiguation (via description) batch_69beff6890f4819088cb053bcdb4f8a1 completed March 21, 2026, 8:28 p.m.
Created at: March 20, 2026, 1:50 p.m.