Triple

T8101679
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts Department of Developmental Services E189127 entity
Predicate collaboratesWith P37 FINISHED
Object Massachusetts Rehabilitation Commission
The Massachusetts Rehabilitation Commission is a state agency that provides vocational rehabilitation, independent living, and disability support services to help individuals with disabilities live and work as independently as possible.
E711521 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: Massachusetts Rehabilitation Commission | Statement: [Massachusetts Department of Developmental Services, collaboratesWith, Massachusetts Rehabilitation Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts Rehabilitation Commission
Context triple: [Massachusetts Department of Developmental Services, collaboratesWith, Massachusetts Rehabilitation Commission]
  • A. Massachusetts Department of Developmental Services
    The Massachusetts Department of Developmental Services is a state agency that provides and coordinates services and supports for individuals with intellectual and developmental disabilities and their families across Massachusetts.
  • B. Massachusetts Commission for the Blind
    The Massachusetts Commission for the Blind is a state agency that provides services, support, and advocacy to blind and visually impaired residents of Massachusetts to promote independence and community integration.
  • C. Massachusetts Commission for the Deaf and Hard of Hearing
    The Massachusetts Commission for the Deaf and Hard of Hearing is a state agency that advocates for and provides services, resources, and accessibility support to deaf and hard of hearing residents in Massachusetts.
  • D. Massachusetts Department of Mental Health
    The Massachusetts Department of Mental Health is the state agency responsible for providing, coordinating, and overseeing public mental health services and policy for residents of Massachusetts.
  • E. Massachusetts Council of Assistants
    The Massachusetts Council of Assistants was the upper governing body of the early Massachusetts Bay Colony, functioning as a council of magistrates who shared executive, legislative, and judicial authority with the colonial governor.
  • 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: Massachusetts Rehabilitation Commission
Triple: [Massachusetts Department of Developmental Services, collaboratesWith, Massachusetts Rehabilitation Commission]
Generated description
The Massachusetts Rehabilitation Commission is a state agency that provides vocational rehabilitation, independent living, and disability support services to help individuals with disabilities live and work as independently as possible.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts Rehabilitation Commission
Target entity description: The Massachusetts Rehabilitation Commission is a state agency that provides vocational rehabilitation, independent living, and disability support services to help individuals with disabilities live and work as independently as possible.
  • A. Massachusetts Department of Developmental Services
    The Massachusetts Department of Developmental Services is a state agency that provides and coordinates services and supports for individuals with intellectual and developmental disabilities and their families across Massachusetts.
  • B. Massachusetts Commission for the Blind
    The Massachusetts Commission for the Blind is a state agency that provides services, support, and advocacy to blind and visually impaired residents of Massachusetts to promote independence and community integration.
  • C. Massachusetts Commission for the Deaf and Hard of Hearing
    The Massachusetts Commission for the Deaf and Hard of Hearing is a state agency that advocates for and provides services, resources, and accessibility support to deaf and hard of hearing residents in Massachusetts.
  • D. Massachusetts Department of Mental Health
    The Massachusetts Department of Mental Health is the state agency responsible for providing, coordinating, and overseeing public mental health services and policy for residents of Massachusetts.
  • E. Massachusetts Council of Assistants
    The Massachusetts Council of Assistants was the upper governing body of the early Massachusetts Bay Colony, functioning as a council of magistrates who shared executive, legislative, and judicial authority with the colonial governor.
  • 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42bbf20c8190aa8c272b5c39002d completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc641d96e88190adee974b79d5fc05 completed April 1, 2026, 12:17 a.m.
NEDg Description generation batch_69cc68d9032c8190af6c5ff64fe46aff completed April 1, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cc69f6bb308190a95df95d1a67cfec completed April 1, 2026, 12:42 a.m.
Created at: March 30, 2026, 5:31 p.m.