Triple

T1309400
Position Surface form Disambiguated ID Type / Status
Subject Maryland Department of Aging E27953 entity
Predicate implementsProgram P24641 FINISHED
Object Older Americans Act programs in Maryland
Older Americans Act programs in Maryland are federally funded initiatives that provide supportive, nutrition, caregiver, and other aging-related services to help older adults in Maryland live independently and maintain their well-being.
E27953 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: Older Americans Act programs in Maryland | Statement: [Maryland Department of Aging, implementsProgram, Older Americans Act programs in Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Older Americans Act programs in Maryland
Context triple: [Maryland Department of Aging, implementsProgram, Older Americans Act programs in Maryland]
  • A. Maryland Department of Aging
    The Maryland Department of Aging is a state agency that plans, coordinates, and advocates for services and programs supporting older adults and their caregivers across Maryland.
  • B. Maryland Department of Human Services
    The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
  • C. 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.
  • D. District of Columbia Office on Aging
    The District of Columbia Office on Aging is a local government agency that plans, coordinates, and advocates for services and programs supporting older adults and their caregivers in Washington, D.C.
  • E. Cranston-Gonzalez National Affordable Housing Act
    The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
  • 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: Older Americans Act programs in Maryland
Triple: [Maryland Department of Aging, implementsProgram, Older Americans Act programs in Maryland]
Generated description
Older Americans Act programs in Maryland are federally funded initiatives that provide supportive, nutrition, caregiver, and other aging-related services to help older adults in Maryland live independently and maintain their well-being.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Older Americans Act programs in Maryland
Target entity description: Older Americans Act programs in Maryland are federally funded initiatives that provide supportive, nutrition, caregiver, and other aging-related services to help older adults in Maryland live independently and maintain their well-being.
  • A. Maryland Department of Aging chosen
    The Maryland Department of Aging is a state agency that plans, coordinates, and advocates for services and programs supporting older adults and their caregivers across Maryland.
  • B. Maryland Department of Human Services
    The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
  • C. 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.
  • D. District of Columbia Office on Aging
    The District of Columbia Office on Aging is a local government agency that plans, coordinates, and advocates for services and programs supporting older adults and their caregivers in Washington, D.C.
  • E. Cranston-Gonzalez National Affordable Housing Act
    The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
  • F. None of above.

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_69a496d7d83481908f83085854e51328 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c139551081908ad8eb670c621fff completed March 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69acb30b45708190aaf8c977fef2500c completed March 7, 2026, 11:21 p.m.
NEDg Description generation batch_69acb389ab248190b67eb802ed1ac01f completed March 7, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69acb423e2948190b3927d2f041b6215 completed March 7, 2026, 11:26 p.m.
Created at: March 1, 2026, 7:51 p.m.