Triple

T12904918
Position Surface form Disambiguated ID Type / Status
Subject Arizona ballot collection law (H.B. 2023) E308706 entity
Predicate hasOfficialName P66 FINISHED
Object House Bill 2023
House Bill 2023 is an Arizona state law that restricts third-party collection and return of early ballots, often referred to as a "ballot harvesting" ban.
E1008538 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: House Bill 2023 | Statement: [Arizona ballot collection law (H.B. 2023), hasOfficialName, House Bill 2023]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: House Bill 2023
Context triple: [Arizona ballot collection law (H.B. 2023), hasOfficialName, House Bill 2023]
  • A. H.R.3364
    H.R.3364 is a U.S. federal law, known as the Countering America’s Adversaries Through Sanctions Act, that imposes sanctions on Iran, Russia, and North Korea to address national security and foreign policy concerns.
  • B. H.R.34
    H.R.34 is the U.S. House of Representatives bill that became the 21st Century Cures Act, a major law focused on accelerating medical research, drug and device development, and health innovation.
  • C. Consolidated Appropriations Act, 2023
    The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
  • D. H.R.3261
    H.R.3261 is the formal designation for the Stop Online Piracy Act, a controversial U.S. House bill introduced in 2011 aimed at combating online copyright infringement.
  • E. Senate Bill 4 (2021)
    Senate Bill 4 (2021) is a Texas law that further restricts abortion access by tightening regulations on abortion-inducing medication and imposing additional criminal penalties on providers.
  • 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: House Bill 2023
Triple: [Arizona ballot collection law (H.B. 2023), hasOfficialName, House Bill 2023]
Generated description
House Bill 2023 is an Arizona state law that restricts third-party collection and return of early ballots, often referred to as a "ballot harvesting" ban.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: House Bill 2023
Target entity description: House Bill 2023 is an Arizona state law that restricts third-party collection and return of early ballots, often referred to as a "ballot harvesting" ban.
  • A. H.R.3364
    H.R.3364 is a U.S. federal law, known as the Countering America’s Adversaries Through Sanctions Act, that imposes sanctions on Iran, Russia, and North Korea to address national security and foreign policy concerns.
  • B. H.R.34
    H.R.34 is the U.S. House of Representatives bill that became the 21st Century Cures Act, a major law focused on accelerating medical research, drug and device development, and health innovation.
  • C. Consolidated Appropriations Act, 2023
    The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
  • D. H.R.3261
    H.R.3261 is the formal designation for the Stop Online Piracy Act, a controversial U.S. House bill introduced in 2011 aimed at combating online copyright infringement.
  • E. Senate Bill 4 (2021)
    Senate Bill 4 (2021) is a Texas law that further restricts abortion access by tightening regulations on abortion-inducing medication and imposing additional criminal penalties on providers.
  • 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_69d7bdf92b588190acdf2a2291ac4590 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971831bd48190b0ecd13e7181bbc6 completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a565ce508190a73f33708e61dc7d completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a6c63eac81908c025af76b2ea656 completed May 3, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69f6a7792f948190bb0b324bee0cd8ac completed May 3, 2026, 1:40 a.m.
Created at: April 9, 2026, 5:40 p.m.