Triple

T1331627
Position Surface form Disambiguated ID Type / Status
Subject Higher Education Act of 1965 E28654 entity
Predicate codifiedIn P775 FINISHED
Object Title 20 of the United States Code
Title 20 of the United States Code is the primary body of federal statutory law governing education in the United States, including policies on K–12 and higher education.
 E154469 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: Title 20 of the United States Code | Statement: [Higher Education Act of 1965, codifiedIn, Title 20 of the United States Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Title 20 of the United States Code
Context triple: [Higher Education Act of 1965, codifiedIn, Title 20 of the United States Code]
  • A. Title 22 of the United States Code
    Title 22 of the United States Code is the body of federal statutory law that governs U.S. foreign relations and international assistance programs.
  • B. Title 28 of the United States Code
    Title 28 of the United States Code is the portion of federal statutory law that governs the organization, jurisdiction, and procedures of the federal judiciary and related judicial administration.
  • C. Title 2 of the United States Code
    Title 2 of the United States Code is the portion of federal statutory law that governs the organization and operation of the U.S. Congress and related legislative branch entities.
  • D. Title 26 of the United States Code
    Title 26 of the United States Code is the federal tax code of the United States, establishing the laws that govern the assessment and collection of federal taxes.
  • E. Title 23 of the United States Code
    Title 23 of the United States Code is the primary body of federal law that regulates highways and related transportation programs in the United States.
  • 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: Title 20 of the United States Code
Triple: [Higher Education Act of 1965, codifiedIn, Title 20 of the United States Code]
Generated description
Title 20 of the United States Code is the primary body of federal statutory law governing education in the United States, including policies on K–12 and higher education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Title 20 of the United States Code
Target entity description: Title 20 of the United States Code is the primary body of federal statutory law governing education in the United States, including policies on K–12 and higher education.
  • A. Title 22 of the United States Code
    Title 22 of the United States Code is the body of federal statutory law that governs U.S. foreign relations and international assistance programs.
  • B. Title 28 of the United States Code
    Title 28 of the United States Code is the portion of federal statutory law that governs the organization, jurisdiction, and procedures of the federal judiciary and related judicial administration.
  • C. Title 2 of the United States Code
    Title 2 of the United States Code is the portion of federal statutory law that governs the organization and operation of the U.S. Congress and related legislative branch entities.
  • D. Title 26 of the United States Code
    Title 26 of the United States Code is the federal tax code of the United States, establishing the laws that govern the assessment and collection of federal taxes.
  • E. Title 23 of the United States Code
    Title 23 of the United States Code is the primary body of federal law that regulates highways and related transportation programs in the United States.
  • 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1c5f86c819098e98b046968954a completed March 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc62978c08190be285167cf579f9f completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc8837400819084e2de10b7916a5f completed March 8, 2026, 12:53 a.m.
NED2 Entity disambiguation (via description) batch_69acc8e54728819081bdbf48df1a3fb6 completed March 8, 2026, 12:55 a.m.
Created at: March 1, 2026, 7:55 p.m.