Triple

T8086150
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Department of Elder Affairs E188737 entity
Predicate collaboratesWith P37 FINISHED
Object Aging Services Access Points in Massachusetts
Aging Services Access Points in Massachusetts are community-based agencies that serve as centralized entry points for older adults and their caregivers to access information, referrals, and coordinated long-term support services across the state.
E188737 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: Aging Services Access Points in Massachusetts | Statement: [Massachusetts Department of Elder Affairs, collaboratesWith, Aging Services Access Points in Massachusetts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aging Services Access Points in Massachusetts
Context triple: [Massachusetts Department of Elder Affairs, collaboratesWith, Aging Services Access Points in Massachusetts]
  • A. Area Agencies on Aging in New York State
    Area Agencies on Aging in New York State are local organizations that plan, coordinate, and provide services and supports to help older adults live independently and maintain their quality of life in communities across the state.
  • B. Area Agencies on Aging in California
    Area Agencies on Aging in California are locally based organizations that plan, coordinate, and deliver services and supports to help older adults and their caregivers maintain independence and quality of life in communities across the state.
  • C. Massachusetts Department of Elder Affairs
    The Massachusetts Department of Elder Affairs is a state agency responsible for promoting the independence, well-being, and quality of life of older adults through services, advocacy, and community-based support programs.
  • D. Intramural Research Program on Aging
    The Intramural Research Program on Aging is a U.S. federal biomedical research program that conducts laboratory, clinical, and population studies to understand the biology of aging and age-related diseases.
  • E. Metropolitan Planning Organizations in Massachusetts
    Metropolitan Planning Organizations in Massachusetts are regional transportation planning bodies that coordinate long-range transportation investments and policies across the state’s metropolitan areas.
  • 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: Aging Services Access Points in Massachusetts
Triple: [Massachusetts Department of Elder Affairs, collaboratesWith, Aging Services Access Points in Massachusetts]
Generated description
Aging Services Access Points in Massachusetts are community-based agencies that serve as centralized entry points for older adults and their caregivers to access information, referrals, and coordinated long-term support services across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aging Services Access Points in Massachusetts
Target entity description: Aging Services Access Points in Massachusetts are community-based agencies that serve as centralized entry points for older adults and their caregivers to access information, referrals, and coordinated long-term support services across the state.
  • A. Area Agencies on Aging in New York State
    Area Agencies on Aging in New York State are local organizations that plan, coordinate, and provide services and supports to help older adults live independently and maintain their quality of life in communities across the state.
  • B. Area Agencies on Aging in California
    Area Agencies on Aging in California are locally based organizations that plan, coordinate, and deliver services and supports to help older adults and their caregivers maintain independence and quality of life in communities across the state.
  • C. Massachusetts Department of Elder Affairs chosen
    The Massachusetts Department of Elder Affairs is a state agency responsible for promoting the independence, well-being, and quality of life of older adults through services, advocacy, and community-based support programs.
  • D. Intramural Research Program on Aging
    The Intramural Research Program on Aging is a U.S. federal biomedical research program that conducts laboratory, clinical, and population studies to understand the biology of aging and age-related diseases.
  • E. Metropolitan Planning Organizations in Massachusetts
    Metropolitan Planning Organizations in Massachusetts are regional transportation planning bodies that coordinate long-range transportation investments and policies across the state’s metropolitan areas.
  • 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_69ca82b662e88190b9323daab8c28a21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4160e4748190ae63624a2a03d09f completed March 31, 2026, 3:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc6402e41c819095442775938d4282 completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc68647cec81909736383fbe73d2e8 completed April 1, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69cc69b93bbc8190be2338182dd57b17 completed April 1, 2026, 12:41 a.m.
Created at: March 30, 2026, 5:29 p.m.