Triple

T5561947
Position Surface form Disambiguated ID Type / Status
Subject Export Control Reform Act of 2018 E145785 entity
Predicate publicLawNumber P1117 FINISHED
Object 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.
E532547 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 115-232 | Statement: [Export Control Reform Act of 2018, publicLawNumber, Public Law 115-232]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 115-232
Context triple: [Export Control Reform Act of 2018, publicLawNumber, Public Law 115-232]
  • 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 115-182
    Public Law 115-182 is a 2018 U.S. federal statute that overhauled veterans’ health care by expanding community care options, consolidating VA programs, and enhancing support for caregivers under the Department of Veterans Affairs.
  • C. 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.
  • D. Public Law 114-23
    Public Law 114-23 is a 2015 U.S. federal statute that reformed government surveillance authorities, notably curbing bulk collection of Americans’ phone records while reauthorizing and modifying key provisions of the USA PATRIOT Act.
  • 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 115-232
Triple: [Export Control Reform Act of 2018, publicLawNumber, Public Law 115-232]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 115-232
Target entity description: 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.
  • 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 115-182
    Public Law 115-182 is a 2018 U.S. federal statute that overhauled veterans’ health care by expanding community care options, consolidating VA programs, and enhancing support for caregivers under the Department of Veterans Affairs.
  • C. 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.
  • D. Public Law 114-23
    Public Law 114-23 is a 2015 U.S. federal statute that reformed government surveillance authorities, notably curbing bulk collection of Americans’ phone records while reauthorizing and modifying key provisions of the USA PATRIOT Act.
  • 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_69c008fdae24819081aa002ad99cd966 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02019c6748190aeefb86f489f726a completed March 22, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0284525148190a7bf88c22723552a completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c03f58e9d48190a8799451eb542325 completed March 22, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69c0404aedc08190a9b146466486be6e completed March 22, 2026, 7:17 p.m.
Created at: March 22, 2026, 3:36 p.m.