Triple

T265200
Position Surface form Disambiguated ID Type / Status
Subject United States Public Health Service E5706 entity
Predicate legalBasis P125 FINISHED
Object Public Health Service Act
The Public Health Service Act is a key U.S. federal law that organizes and authorizes national public health programs, including disease control, health research, and emergency response activities.
E34657 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: Public Health Service Act | Statement: [United States Public Health Service, legalBasis, Public Health Service Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Health Service Act
Context triple: [United States Public Health Service, legalBasis, Public Health Service Act]
  • A. Social Security Act of 1935
    The Social Security Act of 1935 is a landmark U.S. New Deal law that established a federal system of old-age pensions, unemployment insurance, and aid to vulnerable groups, forming the foundation of the modern American social safety net.
  • B. National Cancer Institute Act of 1937
    The National Cancer Institute Act of 1937 is a U.S. federal law that formally established the National Cancer Institute as the government’s principal agency for cancer research and control.
  • C. Public Law 73-291
    Public Law 73-291 is the federal statute enacted in 1934 that established the U.S. Securities and Exchange Commission and created the primary framework for regulating securities trading and exchanges in the United States.
  • D. Stafford Act
    The Stafford Act is a U.S. federal law that provides the legal framework for federal natural disaster and emergency assistance to state and local governments.
  • E. Employment Act of 1946
    The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
  • 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: Public Health Service Act
Triple: [United States Public Health Service, legalBasis, Public Health Service Act]
Generated description
The Public Health Service Act is a key U.S. federal law that organizes and authorizes national public health programs, including disease control, health research, and emergency response activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Health Service Act
Target entity description: The Public Health Service Act is a key U.S. federal law that organizes and authorizes national public health programs, including disease control, health research, and emergency response activities.
  • A. Social Security Act of 1935
    The Social Security Act of 1935 is a landmark U.S. New Deal law that established a federal system of old-age pensions, unemployment insurance, and aid to vulnerable groups, forming the foundation of the modern American social safety net.
  • B. National Cancer Institute Act of 1937
    The National Cancer Institute Act of 1937 is a U.S. federal law that formally established the National Cancer Institute as the government’s principal agency for cancer research and control.
  • C. Public Law 73-291
    Public Law 73-291 is the federal statute enacted in 1934 that established the U.S. Securities and Exchange Commission and created the primary framework for regulating securities trading and exchanges in the United States.
  • D. Stafford Act
    The Stafford Act is a U.S. federal law that provides the legal framework for federal natural disaster and emergency assistance to state and local governments.
  • E. Employment Act of 1946
    The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
  • 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_69a2587daeb081909591b9d30f80a271 completed Feb. 28, 2026, 2:52 a.m.
NER Named-entity recognition batch_69a25d8f9bbc8190a13841e4de093a66 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a389ae45648190966804664bf4f861 completed March 1, 2026, 12:34 a.m.
NEDg Description generation batch_69a38a9adf4481909300cfa1fb3129cc completed March 1, 2026, 12:38 a.m.
NED2 Entity disambiguation (via description) batch_69a38aef72808190953043b9c480fada completed March 1, 2026, 12:40 a.m.
Created at: Feb. 28, 2026, 2:56 a.m.