Triple

T2884952
Position Surface form Disambiguated ID Type / Status
Subject Brnovich v. Democratic National Committee E59482 entity
Predicate challengedLaw P10247 FINISHED
Object Arizona ballot collection law (H.B. 2023)
The Arizona ballot collection law (H.B. 2023) is a state statute that restricts who may collect and return another voter’s early ballot, effectively limiting third-party ballot collection practices often referred to as “ballot harvesting.”
E308706 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: Arizona ballot collection law (H.B. 2023) | Statement: [Brnovich v. Democratic National Committee, challengedLaw, Arizona ballot collection law (H.B. 2023)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arizona ballot collection law (H.B. 2023)
Context triple: [Brnovich v. Democratic National Committee, challengedLaw, Arizona ballot collection law (H.B. 2023)]
  • A. SB 1070
    SB 1070 is a controversial Arizona immigration law enacted in 2010 that sought to empower state and local law enforcement to more aggressively identify and penalize undocumented immigrants.
  • B. Electoral Count Reform Act of 2022
    The Electoral Count Reform Act of 2022 is a U.S. federal law that modernizes and clarifies the process for counting electoral votes in presidential elections, aiming to prevent future disputes and abuses in certifying election results.
  • C. Help America Vote Act
    The Help America Vote Act is a U.S. federal law enacted in 2002 to modernize election systems, improve voting access and administration, and establish nationwide standards for federal elections.
  • D. Arizona State Legislature
    The Arizona State Legislature is the bicameral lawmaking body of the U.S. state of Arizona, consisting of the Arizona House of Representatives and the Arizona Senate.
  • E. General Election Law of 1925
    The General Election Law of 1925 was a landmark Japanese statute that introduced universal male suffrage and significantly expanded democratic participation in the late Taishō period.
  • 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: Arizona ballot collection law (H.B. 2023)
Triple: [Brnovich v. Democratic National Committee, challengedLaw, Arizona ballot collection law (H.B. 2023)]
Generated description
The Arizona ballot collection law (H.B. 2023) is a state statute that restricts who may collect and return another voter’s early ballot, effectively limiting third-party ballot collection practices often referred to as “ballot harvesting.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arizona ballot collection law (H.B. 2023)
Target entity description: The Arizona ballot collection law (H.B. 2023) is a state statute that restricts who may collect and return another voter’s early ballot, effectively limiting third-party ballot collection practices often referred to as “ballot harvesting.”
  • A. SB 1070
    SB 1070 is a controversial Arizona immigration law enacted in 2010 that sought to empower state and local law enforcement to more aggressively identify and penalize undocumented immigrants.
  • B. Electoral Count Reform Act of 2022
    The Electoral Count Reform Act of 2022 is a U.S. federal law that modernizes and clarifies the process for counting electoral votes in presidential elections, aiming to prevent future disputes and abuses in certifying election results.
  • C. Help America Vote Act
    The Help America Vote Act is a U.S. federal law enacted in 2002 to modernize election systems, improve voting access and administration, and establish nationwide standards for federal elections.
  • D. Arizona State Legislature
    The Arizona State Legislature is the bicameral lawmaking body of the U.S. state of Arizona, consisting of the Arizona House of Representatives and the Arizona Senate.
  • E. General Election Law of 1925
    The General Election Law of 1925 was a landmark Japanese statute that introduced universal male suffrage and significantly expanded democratic participation in the late Taishō period.
  • 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_69ab4ac739188190a112f42a5a69c951 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abe08c85c48190bd8c0f6680fca0c8 completed March 7, 2026, 8:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0316c4fa481909cd5b26ec346d885 completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b035ddda948190bb0e8a57b7314480 completed March 10, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_69b0396854808190946bd3f8d919b6cb completed March 10, 2026, 3:31 p.m.
Created at: March 6, 2026, 10:03 p.m.