Triple

T1661028
Position Surface form Disambiguated ID Type / Status
Subject Executive Office of Health and Human Services of Massachusetts E35906 entity
Predicate oversees P46 FINISHED
Object Office of Human Services (Massachusetts)
The Office of Human Services (Massachusetts) is a state agency responsible for administering and coordinating a range of social and human services programs for residents of Massachusetts.
E35906 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: Office of Human Services (Massachusetts) | Statement: [Executive Office of Health and Human Services of Massachusetts, oversees, Office of Human Services (Massachusetts)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Human Services (Massachusetts)
Context triple: [Executive Office of Health and Human Services of Massachusetts, oversees, Office of Human Services (Massachusetts)]
  • A. Executive Office of Health and Human Services of Massachusetts
    The Executive Office of Health and Human Services of Massachusetts is the state’s largest secretariat, overseeing a broad range of health care, public health, and human services agencies and programs for residents of the Commonwealth.
  • B. Massachusetts Department of Children and Families
    The Massachusetts Department of Children and Families is the state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services across Massachusetts.
  • C. Massachusetts Department of Public Health
    The Massachusetts Department of Public Health is the state agency responsible for protecting and promoting public health in Massachusetts through disease prevention, health regulation, and community health programs.
  • D. Massachusetts Executive Office of Housing and Livable Communities
    The Massachusetts Executive Office of Housing and Livable Communities is a state cabinet-level agency responsible for developing and implementing housing policy, affordable housing programs, and community development initiatives across the Commonwealth.
  • E. Executive Office of Public Safety and Security of Massachusetts
    The Executive Office of Public Safety and Security of Massachusetts is a state-level cabinet agency that oversees public safety, law enforcement, and emergency management functions across the Commonwealth.
  • 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: Office of Human Services (Massachusetts)
Triple: [Executive Office of Health and Human Services of Massachusetts, oversees, Office of Human Services (Massachusetts)]
Generated description
The Office of Human Services (Massachusetts) is a state agency responsible for administering and coordinating a range of social and human services programs for residents of Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Human Services (Massachusetts)
Target entity description: The Office of Human Services (Massachusetts) is a state agency responsible for administering and coordinating a range of social and human services programs for residents of Massachusetts.
  • A. Executive Office of Health and Human Services of Massachusetts chosen
    The Executive Office of Health and Human Services of Massachusetts is the state’s largest secretariat, overseeing a broad range of health care, public health, and human services agencies and programs for residents of the Commonwealth.
  • B. Massachusetts Department of Children and Families
    The Massachusetts Department of Children and Families is the state agency responsible for protecting children from abuse and neglect and providing child welfare and family support services across Massachusetts.
  • C. Massachusetts Department of Public Health
    The Massachusetts Department of Public Health is the state agency responsible for protecting and promoting public health in Massachusetts through disease prevention, health regulation, and community health programs.
  • D. Massachusetts Executive Office of Housing and Livable Communities
    The Massachusetts Executive Office of Housing and Livable Communities is a state cabinet-level agency responsible for developing and implementing housing policy, affordable housing programs, and community development initiatives across the Commonwealth.
  • E. Executive Office of Public Safety and Security of Massachusetts
    The Executive Office of Public Safety and Security of Massachusetts is a state-level cabinet agency that oversees public safety, law enforcement, and emergency management functions across the Commonwealth.
  • 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90ab2a3488190a67c110a70d652c9 completed March 5, 2026, 4:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad682ab8a08190bdb33d79d5083029 completed March 8, 2026, 12:14 p.m.
NEDg Description generation batch_69ad6be91e1c8190b3db2ba019e77ee3 completed March 8, 2026, 12:30 p.m.
NED2 Entity disambiguation (via description) batch_69ad6d161bd08190a7087d61f2d3a45e completed March 8, 2026, 12:35 p.m.
Created at: March 4, 2026, 7:29 p.m.