Triple

T3658594
Position Surface form Disambiguated ID Type / Status
Subject Ethics in Government Act E77594 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 95-521
Public Law 95-521 is the 1978 federal statute known as the Ethics in Government Act, which established comprehensive financial disclosure, conflict-of-interest, and post-employment rules for U.S. public officials.
E379117 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 95-521 | Statement: [Ethics in Government Act, publicLawNumber, Public Law 95-521]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 95-521
Context triple: [Ethics in Government Act, publicLawNumber, Public Law 95-521]
  • A. Public Law 95-523
    Public Law 95-523 is the formal designation of the Full Employment and Balanced Growth Act of 1978, a U.S. federal law aimed at promoting full employment, economic growth, and reasonable price stability.
  • B. Public Law 95-341
    Public Law 95-341 is the federal statute commonly known as the American Indian Religious Freedom Act of 1978, which protects and promotes the traditional religious rights and cultural practices of American Indians, Alaska Natives, and Native Hawaiians.
  • C. Public Law 96-510
    Public Law 96-510 is the formal designation of the U.S. federal statute commonly known as the Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA or Superfund), which governs the cleanup of hazardous waste sites and assigns liability for environmental contamination.
  • D. Public Law 96-515
    Public Law 96-515 is a 1980 U.S. federal statute that significantly revised and strengthened the National Historic Preservation Act to enhance the protection and management of the nation’s historic and archaeological resources.
  • E. Public Law 95-598
    Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
  • 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 95-521
Triple: [Ethics in Government Act, publicLawNumber, Public Law 95-521]
Generated description
Public Law 95-521 is the 1978 federal statute known as the Ethics in Government Act, which established comprehensive financial disclosure, conflict-of-interest, and post-employment rules for U.S. public officials.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 95-521
Target entity description: Public Law 95-521 is the 1978 federal statute known as the Ethics in Government Act, which established comprehensive financial disclosure, conflict-of-interest, and post-employment rules for U.S. public officials.
  • A. Public Law 95-523
    Public Law 95-523 is the formal designation of the Full Employment and Balanced Growth Act of 1978, a U.S. federal law aimed at promoting full employment, economic growth, and reasonable price stability.
  • B. Public Law 95-341
    Public Law 95-341 is the federal statute commonly known as the American Indian Religious Freedom Act of 1978, which protects and promotes the traditional religious rights and cultural practices of American Indians, Alaska Natives, and Native Hawaiians.
  • C. Public Law 96-510
    Public Law 96-510 is the formal designation of the U.S. federal statute commonly known as the Comprehensive Environmental Response, Compensation, and Liability Act (CERCLA or Superfund), which governs the cleanup of hazardous waste sites and assigns liability for environmental contamination.
  • D. Public Law 96-515
    Public Law 96-515 is a 1980 U.S. federal statute that significantly revised and strengthened the National Historic Preservation Act to enhance the protection and management of the nation’s historic and archaeological resources.
  • E. Public Law 95-598
    Public Law 95-598 is the formal designation of the Bankruptcy Reform Act of 1978, a major U.S. federal statute that comprehensively overhauled the nation’s bankruptcy system.
  • 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_69ad85dfc4dc8190a441864202ab2a7a completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3d48a2081908ac0f76d548a53ee completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c39796648190a83a7f1a63c653bd completed March 14, 2026, 2:10 a.m.
NEDg Description generation batch_69b4c43feeac819082823e862b24bc71 completed March 14, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69b4c4c503a08190b5e1617c4f63ef37 completed March 14, 2026, 2:15 a.m.
Created at: March 8, 2026, 3:25 p.m.