Triple

T7898685
Position Surface form Disambiguated ID Type / Status
Subject 21st Century Cures Act E183395 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 114-255
Public Law 114-255 is a major U.S. federal statute enacted in 2016 that accelerates medical product development, funds biomedical research initiatives like the Cancer Moonshot and the Precision Medicine Initiative, and reforms mental health and substance use disorder programs.
E696513 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 Law 114-255 | Statement: [21st Century Cures Act, publicLawNumber, Public Law 114-255]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 114-255
Context triple: [21st Century Cures Act, publicLawNumber, Public Law 114-255]
  • A. Public Law 115-264
    Public Law 115-264 is a U.S. federal statute, known as the Music Modernization Act, that overhauled copyright law to better address digital music licensing and royalties.
  • B. Public Law 115-334
    Public Law 115-334 is the 2018 U.S. Farm Bill, a comprehensive federal statute that reauthorizes and reforms agricultural, nutrition, conservation, and rural development programs.
  • C. Public Law 114-187
    Public Law 114-187 is a 2016 U.S. federal statute, known as the Puerto Rico Oversight, Management, and Economic Stability Act (PROMESA), that established a financial oversight board and restructuring process to address Puerto Rico’s debt crisis.
  • D. Public Law 115-97
    Public Law 115-97 is the 2017 U.S. federal tax legislation that significantly overhauled the tax code by cutting corporate tax rates, altering individual tax brackets, and revising numerous deductions and credits.
  • E. Public Law 115-278
    Public Law 115-278 is the 2018 U.S. federal law that formally established the Cybersecurity and Infrastructure Security Agency (CISA) within the Department of Homeland Security to lead national efforts in protecting critical infrastructure from cyber and physical threats.
  • 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 Law 114-255
Triple: [21st Century Cures Act, publicLawNumber, Public Law 114-255]
Generated description
Public Law 114-255 is a major U.S. federal statute enacted in 2016 that accelerates medical product development, funds biomedical research initiatives like the Cancer Moonshot and the Precision Medicine Initiative, and reforms mental health and substance use disorder programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 114-255
Target entity description: Public Law 114-255 is a major U.S. federal statute enacted in 2016 that accelerates medical product development, funds biomedical research initiatives like the Cancer Moonshot and the Precision Medicine Initiative, and reforms mental health and substance use disorder programs.
  • A. Public Law 115-264
    Public Law 115-264 is a U.S. federal statute, known as the Music Modernization Act, that overhauled copyright law to better address digital music licensing and royalties.
  • B. Public Law 115-334
    Public Law 115-334 is the 2018 U.S. Farm Bill, a comprehensive federal statute that reauthorizes and reforms agricultural, nutrition, conservation, and rural development programs.
  • C. Public Law 114-187
    Public Law 114-187 is a 2016 U.S. federal statute, known as the Puerto Rico Oversight, Management, and Economic Stability Act (PROMESA), that established a financial oversight board and restructuring process to address Puerto Rico’s debt crisis.
  • D. Public Law 115-97
    Public Law 115-97 is the 2017 U.S. federal tax legislation that significantly overhauled the tax code by cutting corporate tax rates, altering individual tax brackets, and revising numerous deductions and credits.
  • E. Public Law 115-278
    Public Law 115-278 is the 2018 U.S. federal law that formally established the Cybersecurity and Infrastructure Security Agency (CISA) within the Department of Homeland Security to lead national efforts in protecting critical infrastructure from cyber and physical threats.
  • 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_69ca828d13088190b222be7aa9f9315c completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a2ae5048190a6824d34b582c366 completed March 31, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bb719a08190a0545a361f559bf7 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb5f1f864c819086d3a2b04061ead0 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb76aede388190a56e066c3302c35e completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5:01 p.m.