Triple

T204752
Position Surface form Disambiguated ID Type / Status
Subject Heart of Atlanta Motel, Inc. v. United States E4586 entity
Predicate challengedProvision P1122 FINISHED
Object 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.
E6283 NE FINISHED

How this triple was built (5 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 II of the Civil Rights Act of 1964 | Statement: [Heart of Atlanta Motel, Inc. v. United States, challengedProvision, Title II of the Civil Rights Act of 1964]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title II of the Civil Rights Act of 1964
Context triple: [Heart of Atlanta Motel, Inc. v. United States, challengedProvision, Title II of the Civil Rights Act of 1964]
  • 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. Civil Rights Act of 1964
    The Civil Rights Act of 1964 is a landmark U.S. federal law that outlawed segregation and major forms of discrimination based on race, color, religion, sex, or national origin, fundamentally reshaping American civil rights protections.
  • C. Fair Housing Act of 1968
    The Fair Housing Act of 1968 is a landmark U.S. law that prohibits discrimination in the sale, rental, and financing of housing based on race, color, religion, sex, and later other protected characteristics.
  • D. 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.
  • E. Civil Rights Act of 1957
    The Civil Rights Act of 1957 was the first major U.S. civil rights legislation since Reconstruction, aimed primarily at protecting African Americans’ voting rights and establishing a federal Civil Rights Division in the Justice Department.
  • 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 II of the Civil Rights Act of 1964
Triple: [Heart of Atlanta Motel, Inc. v. United States, challengedProvision, Title II of the Civil Rights Act of 1964]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title II of the Civil Rights Act of 1964
Target entity description: 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.
  • 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. Civil Rights Act of 1964 chosen
    The Civil Rights Act of 1964 is a landmark U.S. federal law that outlawed segregation and major forms of discrimination based on race, color, religion, sex, or national origin, fundamentally reshaping American civil rights protections.
  • C. Fair Housing Act of 1968
    The Fair Housing Act of 1968 is a landmark U.S. law that prohibits discrimination in the sale, rental, and financing of housing based on race, color, religion, sex, and later other protected characteristics.
  • D. 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.
  • E. Civil Rights Act of 1957
    The Civil Rights Act of 1957 was the first major U.S. civil rights legislation since Reconstruction, aimed primarily at protecting African Americans’ voting rights and establishing a federal Civil Rights Division in the Justice Department.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: challengedProvision
Context triple: [Heart of Atlanta Motel, Inc. v. United States, challengedProvision, Title II of the Civil Rights Act of 1964]
  • A. hasChallenge
    Indicates that an entity faces, experiences, or is confronted with a particular difficulty, obstacle, or problem.
  • B. challengedConcept
    Indicates that one entity has questioned, disputed, or called into doubt the validity, accuracy, or applicability of a particular concept.
  • C. notableProvision
    Indicates that one entity is a significant or noteworthy clause, term, or condition contained within another entity, such as a document, agreement, or law.
  • D. constitutionalChallenge chosen
    Indicates a legal action or argument asserting that a law, policy, or governmental act violates a constitution and should be reviewed or invalidated.
  • E. prohibits
    Indicates that one entity forbids or disallows another entity from performing a specific action or being in a certain state.
  • F. None of above.

Provenance (6 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_69a25737567c81908f9c505300239181 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25f46b4f081909e5ee3718109a71f completed Feb. 28, 2026, 3:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69a32bc77734819095e6cf53a10aa3d8 completed Feb. 28, 2026, 5:54 p.m.
NEDg Description generation batch_69a32c29d99081908ed22bfb073ad5bd completed Feb. 28, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69a32cc49eb08190ad97fdd8ead436f7 completed Feb. 28, 2026, 5:58 p.m.
PD Predicate disambiguation batch_69a25b4b42ec8190bef16bbbdd30a742 completed Feb. 28, 2026, 3:04 a.m.
Created at: Feb. 28, 2026, 2:51 a.m.