Triple

T1309421
Position Surface form Disambiguated ID Type / Status
Subject Maryland Department of Aging E27953 entity
Predicate collaboratesWith P37 FINISHED
Object local Area Agencies on Aging in Maryland
Local Area Agencies on Aging in Maryland are community-based organizations that plan, coordinate, and deliver services and supports to help older adults in their regions maintain independence and quality of life.
E148894 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: local Area Agencies on Aging in Maryland | Statement: [Maryland Department of Aging, collaboratesWith, local Area Agencies on Aging in Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: local Area Agencies on Aging in Maryland
Context triple: [Maryland Department of Aging, collaboratesWith, local Area Agencies on Aging 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. 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.
  • C. 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.
  • D. Administration for Community Living
    The Administration for Community Living is a U.S. federal agency that promotes the independence, well-being, and community participation of older adults and people with disabilities through programs, services, and advocacy.
  • E. Maryland Division of Administrative Services
    The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
  • 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: local Area Agencies on Aging in Maryland
Triple: [Maryland Department of Aging, collaboratesWith, local Area Agencies on Aging in Maryland]
Generated description
Local Area Agencies on Aging in Maryland are community-based organizations that plan, coordinate, and deliver services and supports to help older adults in their regions maintain independence and quality of life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: local Area Agencies on Aging in Maryland
Target entity description: Local Area Agencies on Aging in Maryland are community-based organizations that plan, coordinate, and deliver services and supports to help older adults in their regions maintain independence and quality of life.
  • 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. 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.
  • C. 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.
  • D. Administration for Community Living
    The Administration for Community Living is a U.S. federal agency that promotes the independence, well-being, and community participation of older adults and people with disabilities through programs, services, and advocacy.
  • E. Maryland Division of Administrative Services
    The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
  • 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_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.