Triple

T2684220
Position Surface form Disambiguated ID Type / Status
Subject Internal Revenue Service Restructuring and Reform Act of 1998 E57444 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 105-206
Public Law 105-206 is a major 1998 U.S. federal statute that overhauled the Internal Revenue Service, strengthened taxpayer rights, and implemented significant tax administration reforms.
E301908 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 105-206 | Statement: [Internal Revenue Service Restructuring and Reform Act of 1998, publicLawNumber, Public Law 105-206]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 105-206
Context triple: [Internal Revenue Service Restructuring and Reform Act of 1998, publicLawNumber, Public Law 105-206]
  • A. Public Law 105-261
    Public Law 105-261 is a U.S. defense authorization statute that, among many provisions, directed the development and implementation of alternative technologies for the destruction of the nation’s stockpile of assembled chemical weapons.
  • B. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • C. Public Law 104-106
    Public Law 104-106 is a 1996 U.S. defense authorization statute that, among many provisions, established key authorities and requirements for the Department of Defense, including the management and oversight of the Chemical Demilitarization Program.
  • D. Public Law 107-306
    Public Law 107-306 is the U.S. federal statute enacted in 2002 that, among other intelligence reforms, created the 9/11 Commission to investigate the terrorist attacks of September 11, 2001.
  • E. Public Law 102-166
    Public Law 102-166 is the formal designation of the Civil Rights Act of 1991, a U.S. federal law that strengthened and expanded protections against employment discrimination.
  • 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 105-206
Triple: [Internal Revenue Service Restructuring and Reform Act of 1998, publicLawNumber, Public Law 105-206]
Generated description
Public Law 105-206 is a major 1998 U.S. federal statute that overhauled the Internal Revenue Service, strengthened taxpayer rights, and implemented significant tax administration reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 105-206
Target entity description: Public Law 105-206 is a major 1998 U.S. federal statute that overhauled the Internal Revenue Service, strengthened taxpayer rights, and implemented significant tax administration reforms.
  • A. Public Law 105-261
    Public Law 105-261 is a U.S. defense authorization statute that, among many provisions, directed the development and implementation of alternative technologies for the destruction of the nation’s stockpile of assembled chemical weapons.
  • B. Public Law 107-204
    Public Law 107-204 is the formal designation of the Sarbanes–Oxley Act of 2002, a landmark U.S. federal law that overhauled corporate governance and financial reporting standards to combat accounting fraud.
  • C. Public Law 104-106
    Public Law 104-106 is a 1996 U.S. defense authorization statute that, among many provisions, established key authorities and requirements for the Department of Defense, including the management and oversight of the Chemical Demilitarization Program.
  • D. Public Law 107-306
    Public Law 107-306 is the U.S. federal statute enacted in 2002 that, among other intelligence reforms, created the 9/11 Commission to investigate the terrorist attacks of September 11, 2001.
  • E. Public Law 102-166
    Public Law 102-166 is the formal designation of the Civil Rights Act of 1991, a U.S. federal law that strengthened and expanded protections against employment discrimination.
  • 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9d7692c81909d8fd9ce3817161b completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afce812640819085c46f7452b5913b completed March 10, 2026, 7:55 a.m.
NEDg Description generation batch_69afd037b4ac81909db8a8762e8edaf4 completed March 10, 2026, 8:03 a.m.
NED2 Entity disambiguation (via description) batch_69afd096b0bc8190a0a4f9d004bf4d8f completed March 10, 2026, 8:04 a.m.
Created at: March 6, 2026, 9:54 p.m.