Triple

T8263952
Position Surface form Disambiguated ID Type / Status
Subject Office of Counsel to the Inspector General, HHS OIG E193256 entity
Predicate appliesLaw P125 FINISHED
Object federal Anti-Kickback Statute
The federal Anti-Kickback Statute is a U.S. criminal law that prohibits offering, paying, soliciting, or receiving remuneration to induce or reward referrals for services or items reimbursable by federal healthcare programs.
E722265 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: federal Anti-Kickback Statute | Statement: [Office of Counsel to the Inspector General, HHS OIG, appliesLaw, federal Anti-Kickback Statute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: federal Anti-Kickback Statute
Context triple: [Office of Counsel to the Inspector General, HHS OIG, appliesLaw, federal Anti-Kickback Statute]
  • A. False Claims Amendments Act of 1986
    The False Claims Amendments Act of 1986 is a major U.S. federal law that strengthened the government’s ability to combat fraud against federal programs by expanding whistleblower (qui tam) provisions and increasing penalties for false claims.
  • B. False Claims Act
    The False Claims Act is a U.S. federal law that imposes liability on individuals and companies who defraud government programs, notably allowing whistleblowers to file actions on the government's behalf.
  • C. Robinson-Patman Act
    The Robinson-Patman Act is a U.S. federal antitrust law enacted in 1936 that targets price discrimination by large sellers to protect small businesses and promote fair competition.
  • D. Walsh-Healey Public Contracts Act
    The Walsh-Healey Public Contracts Act is a U.S. federal law that sets labor standards, including minimum wages, maximum hours, and safety requirements, for workers employed on government supply contracts.
  • E. Riegle-Neal Act
    The Riegle-Neal Act is a 1994 U.S. federal banking law that removed many restrictions on interstate banking and branching, enabling banks to operate more freely across state lines.
  • 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: federal Anti-Kickback Statute
Triple: [Office of Counsel to the Inspector General, HHS OIG, appliesLaw, federal Anti-Kickback Statute]
Generated description
The federal Anti-Kickback Statute is a U.S. criminal law that prohibits offering, paying, soliciting, or receiving remuneration to induce or reward referrals for services or items reimbursable by federal healthcare programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: federal Anti-Kickback Statute
Target entity description: The federal Anti-Kickback Statute is a U.S. criminal law that prohibits offering, paying, soliciting, or receiving remuneration to induce or reward referrals for services or items reimbursable by federal healthcare programs.
  • A. False Claims Amendments Act of 1986
    The False Claims Amendments Act of 1986 is a major U.S. federal law that strengthened the government’s ability to combat fraud against federal programs by expanding whistleblower (qui tam) provisions and increasing penalties for false claims.
  • B. False Claims Act
    The False Claims Act is a U.S. federal law that imposes liability on individuals and companies who defraud government programs, notably allowing whistleblowers to file actions on the government's behalf.
  • C. Robinson-Patman Act
    The Robinson-Patman Act is a U.S. federal antitrust law enacted in 1936 that targets price discrimination by large sellers to protect small businesses and promote fair competition.
  • D. Walsh-Healey Public Contracts Act
    The Walsh-Healey Public Contracts Act is a U.S. federal law that sets labor standards, including minimum wages, maximum hours, and safety requirements, for workers employed on government supply contracts.
  • E. Riegle-Neal Act
    The Riegle-Neal Act is a 1994 U.S. federal banking law that removed many restrictions on interstate banking and branching, enabling banks to operate more freely across state lines.
  • 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_69ca82e081d48190986beaa51f498ab9 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb793aa8f08190b20b3616ceb9bec7 completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd3573cee48190b72bdcdc433db93e completed April 1, 2026, 3:10 p.m.
NEDg Description generation batch_69cd37a89d108190a25d1f253d7741e0 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4f09a7a8819096ae509767ca61ee completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:49 p.m.