Triple

T2970981
Position Surface form Disambiguated ID Type / Status
Subject National Defense Education Act E80278 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 85-864
Public Law 85-864 is the formal designation of the National Defense Education Act, a 1958 U.S. federal law that expanded funding for education in science, mathematics, and foreign languages during the Cold War.
E314330 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 85-864 | Statement: [National Defense Education Act, publicLawNumber, Public Law 85-864]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 85-864
Context triple: [National Defense Education Act, publicLawNumber, Public Law 85-864]
  • A. Public Law 84-851
    Public Law 84-851 is a 1956 United States federal statute that officially established "In God We Trust" as the national motto and mandated its inscription on U.S. currency.
  • B. Public Law 85-726
    Public Law 85-726 is the 1958 U.S. federal statute commonly known as the Federal Aviation Act, which reorganized civil aviation regulation and created the Federal Aviation Agency (later the FAA).
  • C. Public Law 85-568
    Public Law 85-568 is the 1958 U.S. federal statute that created NASA and established the framework for the nation’s civilian space program.
  • D. Public Law 89-665
    Public Law 89-665 is the federal statute enacted in 1966 that established the National Historic Preservation Act, creating a national framework for preserving historic and archaeological sites in the United States.
  • E. Public Law 87-794
    Public Law 87-794 is the U.S. federal statute commonly known as the Trade Expansion Act of 1962, which granted the president broad authority to negotiate tariff reductions and reshape American trade policy in the postwar era.
  • 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 85-864
Triple: [National Defense Education Act, publicLawNumber, Public Law 85-864]
Generated description
Public Law 85-864 is the formal designation of the National Defense Education Act, a 1958 U.S. federal law that expanded funding for education in science, mathematics, and foreign languages during the Cold War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 85-864
Target entity description: Public Law 85-864 is the formal designation of the National Defense Education Act, a 1958 U.S. federal law that expanded funding for education in science, mathematics, and foreign languages during the Cold War.
  • A. Public Law 84-851
    Public Law 84-851 is a 1956 United States federal statute that officially established "In God We Trust" as the national motto and mandated its inscription on U.S. currency.
  • B. Public Law 85-726
    Public Law 85-726 is the 1958 U.S. federal statute commonly known as the Federal Aviation Act, which reorganized civil aviation regulation and created the Federal Aviation Agency (later the FAA).
  • C. Public Law 85-568
    Public Law 85-568 is the 1958 U.S. federal statute that created NASA and established the framework for the nation’s civilian space program.
  • D. Public Law 89-665
    Public Law 89-665 is the federal statute enacted in 1966 that established the National Historic Preservation Act, creating a national framework for preserving historic and archaeological sites in the United States.
  • E. Public Law 87-794
    Public Law 87-794 is the U.S. federal statute commonly known as the Trade Expansion Act of 1962, which granted the president broad authority to negotiate tariff reductions and reshape American trade policy in the postwar era.
  • 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_69ad8b14ffe881908ffed62f9595c867 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9973ed6881908f11f49ca2e171df completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fca6491c81909edaf6f495f17761 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b1006c3ee48190b17b8216a8b700c9 completed March 11, 2026, 5:41 a.m.
NED2 Entity disambiguation (via description) batch_69b100dd4f108190b39926534096d6c7 completed March 11, 2026, 5:42 a.m.
Created at: March 8, 2026, 2:58 p.m.