Triple

T12029322
Position Surface form Disambiguated ID Type / Status
Subject Iraq Liberation Act E286359 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 105-338
Public Law 105-338 is the 1998 U.S. federal statute, known as the Iraq Liberation Act, that made regime change in Iraq an official goal of United States policy.
E963804 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 105-338 | Statement: [Iraq Liberation Act, publicLawNumber, Public Law 105-338]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 105-338
Context triple: [Iraq Liberation Act, publicLawNumber, Public Law 105-338]
  • A. Public Law 105-33
    Public Law 105-33 is the Balanced Budget Act of 1997, a major U.S. federal law aimed at reducing the federal deficit through extensive changes to Medicare, Medicaid, and other spending and revenue provisions.
  • B. Public Law 105-298
    Public Law 105-298 is the U.S. federal statute, commonly known as the Sonny Bono Copyright Term Extension Act, that extended the duration of copyright protection for works in the United States.
  • C. Public Law 103-328
    Public Law 103-328 is a 1994 United States federal statute that significantly deregulated interstate banking by allowing bank holding companies and banks to expand and operate across state lines.
  • D. Public Law 103-308
    Public Law 103-308 is a United States federal law that officially designated December 7 as National Pearl Harbor Remembrance Day to honor those killed in the 1941 attack.
  • E. Public Law 101-336
    Public Law 101-336 is the landmark 1990 U.S. federal civil rights statute commonly known as the Americans with Disabilities Act, which prohibits discrimination against individuals with disabilities in key areas of public life.
  • 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 105-338
Triple: [Iraq Liberation Act, publicLawNumber, Public Law 105-338]
Generated description
Public Law 105-338 is the 1998 U.S. federal statute, known as the Iraq Liberation Act, that made regime change in Iraq an official goal of United States policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 105-338
Target entity description: Public Law 105-338 is the 1998 U.S. federal statute, known as the Iraq Liberation Act, that made regime change in Iraq an official goal of United States policy.
  • A. Public Law 105-33
    Public Law 105-33 is the Balanced Budget Act of 1997, a major U.S. federal law aimed at reducing the federal deficit through extensive changes to Medicare, Medicaid, and other spending and revenue provisions.
  • B. Public Law 105-298
    Public Law 105-298 is the U.S. federal statute, commonly known as the Sonny Bono Copyright Term Extension Act, that extended the duration of copyright protection for works in the United States.
  • C. Public Law 103-328
    Public Law 103-328 is a 1994 United States federal statute that significantly deregulated interstate banking by allowing bank holding companies and banks to expand and operate across state lines.
  • D. Public Law 103-308
    Public Law 103-308 is a United States federal law that officially designated December 7 as National Pearl Harbor Remembrance Day to honor those killed in the 1941 attack.
  • E. Public Law 101-336
    Public Law 101-336 is the landmark 1990 U.S. federal civil rights statute commonly known as the Americans with Disabilities Act, which prohibits discrimination against individuals with disabilities in key areas of public life.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903f13ae8819097a5740f7c51df82 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f646423c819088575a7032e6a9a3 completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fed2d57881908103ce89a365cdd4 completed May 2, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69f600bcaf288190b6204f985d3be638 completed May 2, 2026, 1:48 p.m.
Created at: April 8, 2026, 9:47 p.m.