Triple

T414469
Position Surface form Disambiguated ID Type / Status
Subject Office of Federal Contract Compliance Programs E9561 entity
Predicate enforces P760 FINISHED
Object Vietnam Era Veterans’ Readjustment Assistance Act of 1974
The Vietnam Era Veterans’ Readjustment Assistance Act of 1974 is a U.S. federal law that requires certain government contractors to take affirmative action to employ and advance qualified veterans, particularly those who served during the Vietnam era.
E52525 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: Vietnam Era Veterans’ Readjustment Assistance Act of 1974 | Statement: [Office of Federal Contract Compliance Programs, enforces, Vietnam Era Veterans’ Readjustment Assistance Act of 1974]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vietnam Era Veterans’ Readjustment Assistance Act of 1974
Context triple: [Office of Federal Contract Compliance Programs, enforces, Vietnam Era Veterans’ Readjustment Assistance Act of 1974]
  • A. Department of Veterans Affairs Act
    The Department of Veterans Affairs Act is the U.S. federal law that elevated the former Veterans Administration to cabinet-level status, creating the Department of Veterans Affairs to oversee benefits and services for military veterans.
  • B. Military Justice Act of 1968
    The Military Justice Act of 1968 is a U.S. federal law that significantly reformed the military justice system by enhancing procedural safeguards and aligning court-martial practices more closely with civilian criminal courts.
  • C. Military Justice Act of 1983
    The Military Justice Act of 1983 is a U.S. federal law that significantly reformed the military justice system, enhancing procedural safeguards and aligning court-martial practices more closely with civilian criminal courts.
  • D. Goldwater–Nichols Department of Defense Reorganization Act of 1986
    The Goldwater–Nichols Department of Defense Reorganization Act of 1986 is a landmark U.S. law that overhauled the military command structure to strengthen joint operations, clarify the chain of command, and enhance the authority of the Chairman of the Joint Chiefs of Staff.
  • E. Department of Defense Reorganization Act of 1958
    The Department of Defense Reorganization Act of 1958 was a U.S. federal law that significantly strengthened the authority of the Secretary of Defense and streamlined the military command structure to improve coordination among the armed services.
  • 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: Vietnam Era Veterans’ Readjustment Assistance Act of 1974
Triple: [Office of Federal Contract Compliance Programs, enforces, Vietnam Era Veterans’ Readjustment Assistance Act of 1974]
Generated description
The Vietnam Era Veterans’ Readjustment Assistance Act of 1974 is a U.S. federal law that requires certain government contractors to take affirmative action to employ and advance qualified veterans, particularly those who served during the Vietnam era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vietnam Era Veterans’ Readjustment Assistance Act of 1974
Target entity description: The Vietnam Era Veterans’ Readjustment Assistance Act of 1974 is a U.S. federal law that requires certain government contractors to take affirmative action to employ and advance qualified veterans, particularly those who served during the Vietnam era.
  • A. Department of Veterans Affairs Act
    The Department of Veterans Affairs Act is the U.S. federal law that elevated the former Veterans Administration to cabinet-level status, creating the Department of Veterans Affairs to oversee benefits and services for military veterans.
  • B. Military Justice Act of 1968
    The Military Justice Act of 1968 is a U.S. federal law that significantly reformed the military justice system by enhancing procedural safeguards and aligning court-martial practices more closely with civilian criminal courts.
  • C. Military Justice Act of 1983
    The Military Justice Act of 1983 is a U.S. federal law that significantly reformed the military justice system, enhancing procedural safeguards and aligning court-martial practices more closely with civilian criminal courts.
  • D. Goldwater–Nichols Department of Defense Reorganization Act of 1986
    The Goldwater–Nichols Department of Defense Reorganization Act of 1986 is a landmark U.S. law that overhauled the military command structure to strengthen joint operations, clarify the chain of command, and enhance the authority of the Chairman of the Joint Chiefs of Staff.
  • E. Department of Defense Reorganization Act of 1958
    The Department of Defense Reorganization Act of 1958 was a U.S. federal law that significantly strengthened the authority of the Secretary of Defense and streamlined the military command structure to improve coordination among the armed services.
  • 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_69a2e80111fc8190961d5b7c6154123f completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ee2d6fe481908ff70ab7d043bb3e completed Feb. 28, 2026, 1:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69a41b4ce1648190b1f46ba33d7cf946 completed March 1, 2026, 10:56 a.m.
NEDg Description generation batch_69a41bc18b388190ae97d97656294e7b completed March 1, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_69a422983e708190904cd891d3996338 completed March 1, 2026, 11:27 a.m.
Created at: Feb. 28, 2026, 1:09 p.m.