Triple

T7689495
Position Surface form Disambiguated ID Type / Status
Subject GI Bill E174208 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 78-346
Public Law 78-346 is the landmark 1944 U.S. federal legislation, commonly known as the original GI Bill, that provided World War II veterans with benefits such as education funding, low-cost mortgages, and unemployment compensation.
E680847 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 78-346 | Statement: [GI Bill, publicLawNumber, Public Law 78-346]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 78-346
Context triple: [GI Bill, publicLawNumber, Public Law 78-346]
  • A. Public Law 78-482
    Public Law 78-482 is a World War II–era United States statute that formally established the five-star rank of General of the Air Force.
  • B. Public Law 74-333
    Public Law 74-333 is the 1935 U.S. federal statute commonly known as the Federal Power Act, which established a comprehensive framework for regulating interstate electricity transmission and wholesale power sales.
  • C. Public Law 76-783
    Public Law 76-783 is the U.S. federal statute enacted in 1940 that established the first peacetime military draft in American history.
  • D. Public Law 79-304
    Public Law 79-304 is a U.S. federal statute enacted in 1946 that, among other postwar economic measures, established the Joint Economic Committee of Congress to analyze and report on the nation’s economic conditions and policies.
  • E. Public Law 74-292
    Public Law 74-292 is the formal designation of the Historic Sites Act of 1935, a landmark U.S. federal law that established national policy for preserving historic sites, buildings, and objects of national significance.
  • 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 78-346
Triple: [GI Bill, publicLawNumber, Public Law 78-346]
Generated description
Public Law 78-346 is the landmark 1944 U.S. federal legislation, commonly known as the original GI Bill, that provided World War II veterans with benefits such as education funding, low-cost mortgages, and unemployment compensation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 78-346
Target entity description: Public Law 78-346 is the landmark 1944 U.S. federal legislation, commonly known as the original GI Bill, that provided World War II veterans with benefits such as education funding, low-cost mortgages, and unemployment compensation.
  • A. Public Law 78-482
    Public Law 78-482 is a World War II–era United States statute that formally established the five-star rank of General of the Air Force.
  • B. Public Law 74-333
    Public Law 74-333 is the 1935 U.S. federal statute commonly known as the Federal Power Act, which established a comprehensive framework for regulating interstate electricity transmission and wholesale power sales.
  • C. Public Law 76-783
    Public Law 76-783 is the U.S. federal statute enacted in 1940 that established the first peacetime military draft in American history.
  • D. Public Law 79-304
    Public Law 79-304 is a U.S. federal statute enacted in 1946 that, among other postwar economic measures, established the Joint Economic Committee of Congress to analyze and report on the nation’s economic conditions and policies.
  • E. Public Law 74-292
    Public Law 74-292 is the formal designation of the Historic Sites Act of 1935, a landmark U.S. federal law that established national policy for preserving historic sites, buildings, and objects of national significance.
  • 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_69c6995966348190939e6c37ba272c06 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70240bd7c81908b7f330abf97acca completed March 27, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a261019c8190b8ef53bfb611cef4 completed March 29, 2026, 3:54 a.m.
NEDg Description generation batch_69c8a2d073b08190a056e23cfdf13983 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a37fabe481908c7da8a5d71a3f1c completed March 29, 2026, 3:58 a.m.
Created at: March 27, 2026, 4:02 p.m.