Triple

T2138934
Position Surface form Disambiguated ID Type / Status
Subject Title 51 of the United States Code E46716 entity
Predicate codifiedBy P1115 FINISHED
Object Public Law 111-314
Public Law 111-314 is the 2010 federal statute that reorganized and recodified U.S. space-related laws into Title 51 of the United States Code.
E238304 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 111-314 | Statement: [Title 51 of the United States Code, codifiedBy, Public Law 111-314]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 111-314
Context triple: [Title 51 of the United States Code, codifiedBy, Public Law 111-314]
  • A. 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.
  • B. Public Law 111-296
    Public Law 111-296 is a U.S. federal statute enacted in 2010 that reauthorized and strengthened child nutrition programs, including school meals, to improve children’s health and reduce hunger.
  • C. Public Law 111-203
    Public Law 111-203 is the formal designation of the Dodd–Frank Wall Street Reform and Consumer Protection Act, a major 2010 U.S. financial regulatory reform law enacted in response to the 2008 financial crisis.
  • D. Public Law 110-261
    Public Law 110-261 is the 2008 U.S. federal statute that amended the Foreign Intelligence Surveillance Act to expand government surveillance authorities and provide legal protections for telecommunications companies assisting such surveillance.
  • E. Public Law 110-343
    Public Law 110-343 is a 2008 U.S. federal statute best known for authorizing the Troubled Asset Relief Program (TARP) in response to the global financial crisis.
  • 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 111-314
Triple: [Title 51 of the United States Code, codifiedBy, Public Law 111-314]
Generated description
Public Law 111-314 is the 2010 federal statute that reorganized and recodified U.S. space-related laws into Title 51 of the United States Code.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 111-314
Target entity description: Public Law 111-314 is the 2010 federal statute that reorganized and recodified U.S. space-related laws into Title 51 of the United States Code.
  • A. 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.
  • B. Public Law 111-296
    Public Law 111-296 is a U.S. federal statute enacted in 2010 that reauthorized and strengthened child nutrition programs, including school meals, to improve children’s health and reduce hunger.
  • C. Public Law 111-203
    Public Law 111-203 is the formal designation of the Dodd–Frank Wall Street Reform and Consumer Protection Act, a major 2010 U.S. financial regulatory reform law enacted in response to the 2008 financial crisis.
  • D. Public Law 110-261
    Public Law 110-261 is the 2008 U.S. federal statute that amended the Foreign Intelligence Surveillance Act to expand government surveillance authorities and provide legal protections for telecommunications companies assisting such surveillance.
  • E. Public Law 110-343
    Public Law 110-343 is a 2008 U.S. federal statute best known for authorizing the Troubled Asset Relief Program (TARP) in response to the global financial crisis.
  • 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_69a88a174ab48190a5db20c132e5dccf completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbe025d3c81908bcb33a7ff09eae8 completed March 7, 2026, 5:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58d3275481909c8d74ca7c037ddd completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5928f824819089f1044ebd5ff68e completed March 9, 2026, 5:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae598b51248190900086fee72c1103 completed March 9, 2026, 5:24 a.m.
Created at: March 4, 2026, 7:44 p.m.