Triple

T526566
Position Surface form Disambiguated ID Type / Status
Subject National Defense Authorization Act for Fiscal Year 2021 E10930 entity
Predicate hasComponent P35 FINISHED
Object Corporate Transparency Act
The Corporate Transparency Act is a U.S. law that requires many companies to disclose their beneficial owners to the federal government to combat money laundering, terrorism financing, and other illicit financial activities.
E65821 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: Corporate Transparency Act | Statement: [National Defense Authorization Act for Fiscal Year 2021, hasComponent, Corporate Transparency Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Corporate Transparency Act
Context triple: [National Defense Authorization Act for Fiscal Year 2021, hasComponent, Corporate Transparency Act]
  • A. Bank Secrecy Act
    The Bank Secrecy Act is a U.S. law that requires financial institutions to assist government agencies in detecting and preventing money laundering, terrorist financing, and other financial crimes.
  • B. Anti-Money Laundering Act of 2020
    The Anti-Money Laundering Act of 2020 is a major U.S. federal law that modernizes and strengthens the country’s anti-money laundering and counter-terrorist financing framework, expanding regulatory powers, reporting requirements, and enforcement tools.
  • C. Sarbanes–Oxley Act of 2002
    The Sarbanes–Oxley Act of 2002 is a U.S. federal law that established sweeping reforms to improve corporate governance, financial reporting, and auditor independence in response to major accounting scandals.
  • D. PROTECT Act
    The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
  • E. Government in the Sunshine Act
    The Government in the Sunshine Act is a U.S. federal law that requires meetings of certain government agencies to be open and accessible to the public, promoting transparency and accountability in administrative decision-making.
  • 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: Corporate Transparency Act
Triple: [National Defense Authorization Act for Fiscal Year 2021, hasComponent, Corporate Transparency Act]
Generated description
The Corporate Transparency Act is a U.S. law that requires many companies to disclose their beneficial owners to the federal government to combat money laundering, terrorism financing, and other illicit financial activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Corporate Transparency Act
Target entity description: The Corporate Transparency Act is a U.S. law that requires many companies to disclose their beneficial owners to the federal government to combat money laundering, terrorism financing, and other illicit financial activities.
  • A. Bank Secrecy Act
    The Bank Secrecy Act is a U.S. law that requires financial institutions to assist government agencies in detecting and preventing money laundering, terrorist financing, and other financial crimes.
  • B. Anti-Money Laundering Act of 2020
    The Anti-Money Laundering Act of 2020 is a major U.S. federal law that modernizes and strengthens the country’s anti-money laundering and counter-terrorist financing framework, expanding regulatory powers, reporting requirements, and enforcement tools.
  • C. Sarbanes–Oxley Act of 2002
    The Sarbanes–Oxley Act of 2002 is a U.S. federal law that established sweeping reforms to improve corporate governance, financial reporting, and auditor independence in response to major accounting scandals.
  • D. PROTECT Act
    The PROTECT Act is a U.S. federal law aimed primarily at strengthening protections for children against sexual exploitation, abuse, and abduction, including tougher penalties for related offenses.
  • E. Government in the Sunshine Act
    The Government in the Sunshine Act is a U.S. federal law that requires meetings of certain government agencies to be open and accessible to the public, promoting transparency and accountability in administrative decision-making.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1d0d22081908aad915482d39e74 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b24157608190b4c7df2cae453a1f completed March 1, 2026, 9:40 p.m.
NEDg Description generation batch_69a4b4117f60819093b6eed4e9eb4630 completed March 1, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69a4b476ecc881909ff7efbb3299ace3 completed March 1, 2026, 9:49 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.