Triple

T5324626
Position Surface form Disambiguated ID Type / Status
Subject Agriculture Improvement Act of 2018 E121756 entity
Predicate publicLawNumber P1117 FINISHED
Object 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.
E511872 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 115-334 | Statement: [Agriculture Improvement Act of 2018, publicLawNumber, Public Law 115-334]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 115-334
Context triple: [Agriculture Improvement Act of 2018, publicLawNumber, Public Law 115-334]
  • 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 115-278
    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.
  • 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 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 115-91
    Public Law 115-91 is the National Defense Authorization Act for Fiscal Year 2018, a U.S. federal law that sets annual defense policies and funding priorities for the Department of Defense.
  • 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 115-334
Triple: [Agriculture Improvement Act of 2018, publicLawNumber, Public Law 115-334]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 115-334
Target entity description: 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.
  • 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 115-278
    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.
  • 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 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 115-91
    Public Law 115-91 is the National Defense Authorization Act for Fiscal Year 2018, a U.S. federal law that sets annual defense policies and funding priorities for the Department of Defense.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19a73b888190a903124a9da5e172 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19fc79148190a02c4ddf2f6abdf7 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.