Triple

T20001473
Position Surface form Disambiguated ID Type / Status
Subject Ronald Hamowy E494339 entity
Predicate notableWork P4 FINISHED
Object Government and Public Health in America
Government and Public Health in America is a scholarly work by Ronald Hamowy that critically examines the historical relationship between state intervention and the development of public health policy in the United States.
E1406401 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: Government and Public Health in America | Statement: [Ronald Hamowy, notableWork, Government and Public Health in America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Government and Public Health in America
Context triple: [Ronald Hamowy, notableWork, Government and Public Health in America]
  • A. The Nation's Health
    The Nation's Health is a public health-focused newspaper and news outlet that covers health policy, research, and practice issues in the United States.
  • B. National Health
    National Health was a British progressive rock and jazz fusion band of the late 1970s, known for its complex, Canterbury-scene–influenced compositions and virtuosic musicianship.
  • C. Government and the Governed
    "Government and the Governed" is a political science work by British politician and intellectual Richard Crossman that examines the nature, structure, and functioning of modern democratic government and its relationship with citizens.
  • D. Public Health Acts in Britain
    The Public Health Acts in Britain were a series of 19th-century laws that laid the foundations of modern public health by improving sanitation, regulating urban living conditions, and reducing disease during the Victorian era.
  • E. United States healthcare system
    The United States healthcare system is a complex mix of public and private providers, insurers, and regulators that delivers medical care through a largely market-based structure with significant variations in access, cost, and quality.
  • 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: Government and Public Health in America
Triple: [Ronald Hamowy, notableWork, Government and Public Health in America]
Generated description
Government and Public Health in America is a scholarly work by Ronald Hamowy that critically examines the historical relationship between state intervention and the development of public health policy in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Government and Public Health in America
Target entity description: Government and Public Health in America is a scholarly work by Ronald Hamowy that critically examines the historical relationship between state intervention and the development of public health policy in the United States.
  • A. The Nation's Health
    The Nation's Health is a public health-focused newspaper and news outlet that covers health policy, research, and practice issues in the United States.
  • B. National Health
    National Health was a British progressive rock and jazz fusion band of the late 1970s, known for its complex, Canterbury-scene–influenced compositions and virtuosic musicianship.
  • C. Government and the Governed
    "Government and the Governed" is a political science work by British politician and intellectual Richard Crossman that examines the nature, structure, and functioning of modern democratic government and its relationship with citizens.
  • D. Public Health Acts in Britain
    The Public Health Acts in Britain were a series of 19th-century laws that laid the foundations of modern public health by improving sanitation, regulating urban living conditions, and reducing disease during the Victorian era.
  • E. United States healthcare system
    The United States healthcare system is a complex mix of public and private providers, insurers, and regulators that delivers medical care through a largely market-based structure with significant variations in access, cost, and quality.
  • 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_69da626b2d748190886981ea90c8b2ea completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e661a222908190b88e1d11cb1b7ee3 completed April 20, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08050bb1fc81908b9ce173babdd256 completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a08095e44b48190b0528932c5c5fa62 completed May 16, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_6a080acea27c8190832bde1cd1a2bcbd completed May 16, 2026, 6:12 a.m.
Created at: April 11, 2026, 3:32 p.m.