Triple

T17005688
Position Surface form Disambiguated ID Type / Status
Subject 111-148 E412563 entity
Predicate amendedBy P1121 FINISHED
Object Public Law 111-152 E406174 NE FINISHED

How this triple was built (2 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 111-152 | Statement: [111-148, amendedBy, Public Law 111-152]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Law 111-152
Context triple: [111-148, amendedBy, Public Law 111-152]
  • A. Public Law 111-152 chosen
    Public Law 111-152 is the Health Care and Education Reconciliation Act of 2010, a U.S. federal law that amended and expanded the Affordable Care Act while overhauling student loan financing.
  • B. Public Law 111-5
    Public Law 111-5 is the American Recovery and Reinvestment Act of 2009, a major U.S. economic stimulus package enacted in response to the Great Recession.
  • C. Public Law 111-21
    Public Law 111-21 is a 2009 U.S. federal statute that strengthened the government’s ability to investigate and prosecute financial fraud, particularly in connection with the financial crisis and federal assistance programs.
  • D. Public Law 111-31
    Public Law 111-31 is a 2009 U.S. federal statute that granted the Food and Drug Administration authority to regulate the manufacture, marketing, and sale of tobacco products.
  • E. Public Law 111-148
    Public Law 111-148 is the landmark U.S. federal statute enacted in 2010 that overhauled the healthcare system by expanding insurance coverage, introducing consumer protections, and implementing cost-control measures.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d382400c819092ec0ca0de815888 completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b451ff88190b63f4ebddf93f153 completed May 10, 2026, 11:56 p.m.
Created at: April 10, 2026, 5:32 a.m.