Triple

T4089721
Position Surface form Disambiguated ID Type / Status
Subject Title VII Improving Access to Innovative Medical Therapies E87674 entity
Predicate hasTitleNumber P7922 FINISHED
Object Title VII
Title VII is a section of U.S. federal legislation focused on improving patient access to innovative medical therapies and modernizing the regulation of drugs and biologics.
E412566 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: [Title VII Improving Access to Innovative Medical Therapies, hasTitleNumber, Title VII]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VII
Context triple: [Title VII Improving Access to Innovative Medical Therapies, hasTitleNumber, Title VII]
  • A. 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.
  • B. Title VII
    Title VII is a section of the Defense Production Act of 1950 that addresses general provisions, including administrative, enforcement, and miscellaneous authorities related to national defense production.
  • C. 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.
  • D. 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).
  • E. 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.
  • 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: [Title VII Improving Access to Innovative Medical Therapies, hasTitleNumber, Title VII]
Generated description
Title VII is a section of U.S. federal legislation focused on improving patient access to innovative medical therapies and modernizing the regulation of drugs and biologics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VII
Target entity description: Title VII is a section of U.S. federal legislation focused on improving patient access to innovative medical therapies and modernizing the regulation of drugs and biologics.
  • A. 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.
  • B. Title VII
    Title VII is a section of the Defense Production Act of 1950 that addresses general provisions, including administrative, enforcement, and miscellaneous authorities related to national defense production.
  • C. 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.
  • D. 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).
  • E. 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.
  • 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_69aed94425148190be337845d56fac22 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefcab0a1c8190a1b0ca48ebc95b31 completed March 9, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b6651d48190915581eca783cf3b completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56c4c41c88190b00ab8fc43686afb completed March 14, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69b56cc2ae948190a5e13992626dd547 completed March 14, 2026, 2:12 p.m.
Created at: March 9, 2026, 3:39 p.m.