Triple

T13650642
Position Surface form Disambiguated ID Type / Status
Subject Foundations for Evidence-Based Policymaking Act of 2018 E326722 entity
Predicate citation P771 FINISHED
Object Public Law 115-435
Public Law 115-435 is a U.S. federal statute enacted in 2019 that strengthens federal data governance and promotes evidence-based policymaking by improving access to and use of government data for evaluation and research.
E1053899 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 115-435 | Statement: [Foundations for Evidence-Based Policymaking Act of 2018, citation, Public Law 115-435]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 115-435
Context triple: [Foundations for Evidence-Based Policymaking Act of 2018, citation, Public Law 115-435]
  • A. 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.
  • B. Public Law 115-232
    Public Law 115-232 is a 2018 U.S. federal statute best known for overhauling defense and national security policy, including major reforms to export controls and military programs, as part of the John S. McCain National Defense Authorization Act for Fiscal Year 2019.
  • C. Public Law 115-44
    Public Law 115-44 is a 2017 U.S. federal statute that imposes expanded sanctions on Russia, Iran, and North Korea in response to activities such as election interference, human rights abuses, and weapons programs.
  • D. 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.
  • E. 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.
  • 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 115-435
Triple: [Foundations for Evidence-Based Policymaking Act of 2018, citation, Public Law 115-435]
Generated description
Public Law 115-435 is a U.S. federal statute enacted in 2019 that strengthens federal data governance and promotes evidence-based policymaking by improving access to and use of government data for evaluation and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 115-435
Target entity description: Public Law 115-435 is a U.S. federal statute enacted in 2019 that strengthens federal data governance and promotes evidence-based policymaking by improving access to and use of government data for evaluation and research.
  • A. 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.
  • B. Public Law 115-232
    Public Law 115-232 is a 2018 U.S. federal statute best known for overhauling defense and national security policy, including major reforms to export controls and military programs, as part of the John S. McCain National Defense Authorization Act for Fiscal Year 2019.
  • C. Public Law 115-44
    Public Law 115-44 is a 2017 U.S. federal statute that imposes expanded sanctions on Russia, Iran, and North Korea in response to activities such as election interference, human rights abuses, and weapons programs.
  • D. 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.
  • E. 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.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc608466c81908f6d2c9c92cc86aa completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78afbf8948190ad38ea7529e52f16 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd52b748190ab483ec7634a6549 completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78d277c5c8190970cb3cd0fd32905 completed May 3, 2026, 6 p.m.
Created at: April 9, 2026, 9:52 p.m.