Triple

T1331610
Position Surface form Disambiguated ID Type / Status
Subject Higher Education Act of 1965 E28654 entity
Predicate containsTitle P3254 FINISHED
Object Title VII
Title VII is a section of the Higher Education Act of 1965 that authorizes federal programs to strengthen graduate education and research at colleges and universities.
E151382 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 VII | Statement: [Higher Education Act of 1965, containsTitle, Title VII]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VII
Context triple: [Higher Education Act of 1965, containsTitle, Title VII]
  • A. Title VII of the Civil Rights Act of 1964
    Title VII of the Civil Rights Act of 1964 is a landmark U.S. federal law that prohibits employment discrimination based on race, color, religion, sex, or national origin.
  • B. Equal Employment Opportunity Act of 1972
    The Equal Employment Opportunity Act of 1972 is a U.S. federal law that strengthened and expanded federal enforcement of workplace anti-discrimination protections, particularly by enhancing the powers and coverage of the Equal Employment Opportunity Commission (EEOC).
  • C. Title VI of the Civil Rights Act of 1964
    Title VI of the Civil Rights Act of 1964 is a landmark federal law that prohibits discrimination on the basis of race, color, or national origin in programs and activities receiving federal financial assistance.
  • D. Title II of the Civil Rights Act of 1964
    Title II of the Civil Rights Act of 1964 is a landmark federal law that prohibits discrimination on the basis of race, color, religion, or national origin in places of public accommodation such as hotels, restaurants, and theaters.
  • E. Title IX of the Social Security Act
    Title IX of the Social Security Act is the federal statutory framework that established the unemployment compensation system in cooperation with the states as part of the New Deal social welfare reforms.
  • 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 VII
Triple: [Higher Education Act of 1965, containsTitle, Title VII]
Generated description
Title VII is a section of the Higher Education Act of 1965 that authorizes federal programs to strengthen graduate education and research at colleges and universities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VII
Target entity description: Title VII is a section of the Higher Education Act of 1965 that authorizes federal programs to strengthen graduate education and research at colleges and universities.
  • A. Title VII of the Civil Rights Act of 1964
    Title VII of the Civil Rights Act of 1964 is a landmark U.S. federal law that prohibits employment discrimination based on race, color, religion, sex, or national origin.
  • B. Equal Employment Opportunity Act of 1972
    The Equal Employment Opportunity Act of 1972 is a U.S. federal law that strengthened and expanded federal enforcement of workplace anti-discrimination protections, particularly by enhancing the powers and coverage of the Equal Employment Opportunity Commission (EEOC).
  • C. Title VI of the Civil Rights Act of 1964
    Title VI of the Civil Rights Act of 1964 is a landmark federal law that prohibits discrimination on the basis of race, color, or national origin in programs and activities receiving federal financial assistance.
  • D. Title II of the Civil Rights Act of 1964
    Title II of the Civil Rights Act of 1964 is a landmark federal law that prohibits discrimination on the basis of race, color, religion, or national origin in places of public accommodation such as hotels, restaurants, and theaters.
  • E. Title IX of the Social Security Act
    Title IX of the Social Security Act is the federal statutory framework that established the unemployment compensation system in cooperation with the states as part of the New Deal social welfare reforms.
  • 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_69acbf3593748190be52da4a586d69a5 completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acbfae49d88190988ba80e24e8cc62 completed March 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69acc08672908190b8f411d1378a890a completed March 8, 2026, 12:19 a.m.
Created at: March 1, 2026, 7:55 p.m.