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.