Triple

T12528135
Position Surface form Disambiguated ID Type / Status
Subject American Job Center network E299490 entity
Predicate fundedBy P67 FINISHED
Object Wagner-Peyser Act Employment Service
The Wagner-Peyser Act Employment Service is a federally funded U.S. labor program that provides nationwide job search assistance, labor exchange services, and workforce support through state employment agencies and the American Job Center network.
E986327 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: Wagner-Peyser Act Employment Service | Statement: [American Job Center network, fundedBy, Wagner-Peyser Act Employment Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wagner-Peyser Act Employment Service
Context triple: [American Job Center network, fundedBy, Wagner-Peyser Act Employment Service]
  • A. Employment Act of 1946
    The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
  • B. Comprehensive Employment and Training Act
    The Comprehensive Employment and Training Act was a major U.S. federal law enacted in the 1970s that funded job training and public service employment programs, particularly for disadvantaged and unemployed workers, by decentralizing control to state and local governments.
  • C. Manpower Development and Training Act of 1962
    The Manpower Development and Training Act of 1962 was a U.S. federal law that created programs to retrain and upgrade the skills of unemployed and underemployed workers in response to technological change and job displacement.
  • D. National Industrial Recovery Act
    The National Industrial Recovery Act was a 1933 New Deal law that sought to combat the Great Depression by regulating industry, supporting labor rights, and funding large-scale public works projects.
  • E. Humphrey–Hawkins Act
    The Humphrey–Hawkins Act is a 1978 U.S. federal law that set explicit national goals for full employment, price stability, and economic growth, and established regular reporting requirements for the Federal Reserve and the President on economic policy.
  • 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: Wagner-Peyser Act Employment Service
Triple: [American Job Center network, fundedBy, Wagner-Peyser Act Employment Service]
Generated description
The Wagner-Peyser Act Employment Service is a federally funded U.S. labor program that provides nationwide job search assistance, labor exchange services, and workforce support through state employment agencies and the American Job Center network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wagner-Peyser Act Employment Service
Target entity description: The Wagner-Peyser Act Employment Service is a federally funded U.S. labor program that provides nationwide job search assistance, labor exchange services, and workforce support through state employment agencies and the American Job Center network.
  • A. Employment Act of 1946
    The Employment Act of 1946 is a landmark U.S. federal law that established the government's responsibility to promote maximum employment, production, and purchasing power, laying the foundation for modern macroeconomic policy and creating the Council of Economic Advisers.
  • B. Comprehensive Employment and Training Act
    The Comprehensive Employment and Training Act was a major U.S. federal law enacted in the 1970s that funded job training and public service employment programs, particularly for disadvantaged and unemployed workers, by decentralizing control to state and local governments.
  • C. Manpower Development and Training Act of 1962
    The Manpower Development and Training Act of 1962 was a U.S. federal law that created programs to retrain and upgrade the skills of unemployed and underemployed workers in response to technological change and job displacement.
  • D. National Industrial Recovery Act
    The National Industrial Recovery Act was a 1933 New Deal law that sought to combat the Great Depression by regulating industry, supporting labor rights, and funding large-scale public works projects.
  • E. Humphrey–Hawkins Act
    The Humphrey–Hawkins Act is a 1978 U.S. federal law that set explicit national goals for full employment, price stability, and economic growth, and established regular reporting requirements for the Federal Reserve and the President on economic policy.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545e90948190980bd4d64964a0f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc674e881908673e1f9103cc8be completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c7c5d04819094fcbee0a4b5cbb4 completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f64d668e548190979b3da72fe21ae7 completed May 2, 2026, 7:15 p.m.
Created at: April 8, 2026, 9:57 p.m.