Triple

T243143
Position Surface form Disambiguated ID Type / Status
Subject Title VII of the Civil Rights Act of 1964 E4975 entity
Predicate landmarkCase P9728 FINISHED
Object Bostock v. Clayton County
Bostock v. Clayton County is a 2020 U.S. Supreme Court decision that held federal employment discrimination law protects employees from being fired for being gay or transgender.
E31059 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: Bostock v. Clayton County | Statement: [Title VII of the Civil Rights Act of 1964, landmarkCase, Bostock v. Clayton County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bostock v. Clayton County
Context triple: [Title VII of the Civil Rights Act of 1964, landmarkCase, Bostock v. Clayton County]
  • A. Obergefell v. Hodges
    Obergefell v. Hodges is the landmark 2015 U.S. Supreme Court decision that legalized same-sex marriage nationwide by ruling that same-sex couples have a constitutional right to marry.
  • B. DeBoer v. Snyder
    DeBoer v. Snyder was a federal court case challenging Michigan’s same-sex marriage ban that became one of the key cases consolidated into the landmark Supreme Court decision in Obergefell v. Hodges, which legalized same-sex marriage nationwide.
  • C. Loving v. Virginia
    Loving v. Virginia is a landmark 1967 U.S. Supreme Court decision that struck down state laws banning interracial marriage, affirming marriage as a fundamental right under the Fourteenth Amendment.
  • D. Dobbs v. Jackson Women’s Health Organization
    Dobbs v. Jackson Women’s Health Organization is the 2022 U.S. Supreme Court decision that overturned Roe v. Wade and ended the federal constitutional right to abortion.
  • E. Burwell v. Hobby Lobby Stores, Inc.
    Burwell v. Hobby Lobby Stores, Inc. is a 2014 U.S. Supreme Court case in which the Court held that closely held for-profit corporations can claim religious exemptions from certain federal regulations under the Religious Freedom Restoration Act.
  • 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: Bostock v. Clayton County
Triple: [Title VII of the Civil Rights Act of 1964, landmarkCase, Bostock v. Clayton County]
Generated description
Bostock v. Clayton County is a 2020 U.S. Supreme Court decision that held federal employment discrimination law protects employees from being fired for being gay or transgender.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bostock v. Clayton County
Target entity description: Bostock v. Clayton County is a 2020 U.S. Supreme Court decision that held federal employment discrimination law protects employees from being fired for being gay or transgender.
  • A. Obergefell v. Hodges
    Obergefell v. Hodges is the landmark 2015 U.S. Supreme Court decision that legalized same-sex marriage nationwide by ruling that same-sex couples have a constitutional right to marry.
  • B. DeBoer v. Snyder
    DeBoer v. Snyder was a federal court case challenging Michigan’s same-sex marriage ban that became one of the key cases consolidated into the landmark Supreme Court decision in Obergefell v. Hodges, which legalized same-sex marriage nationwide.
  • C. Loving v. Virginia
    Loving v. Virginia is a landmark 1967 U.S. Supreme Court decision that struck down state laws banning interracial marriage, affirming marriage as a fundamental right under the Fourteenth Amendment.
  • D. Dobbs v. Jackson Women’s Health Organization
    Dobbs v. Jackson Women’s Health Organization is the 2022 U.S. Supreme Court decision that overturned Roe v. Wade and ended the federal constitutional right to abortion.
  • E. Burwell v. Hobby Lobby Stores, Inc.
    Burwell v. Hobby Lobby Stores, Inc. is a 2014 U.S. Supreme Court case in which the Court held that closely held for-profit corporations can claim religious exemptions from certain federal regulations under the Religious Freedom Restoration Act.
  • 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_69a257c3d0708190b0871c4269d273e6 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a260c592cc8190bc642fcd248a1f1b completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36961e5688190b3a1ff61bb06233c completed Feb. 28, 2026, 10:17 p.m.
NEDg Description generation batch_69a369de04048190b2dc01cc328e644d completed Feb. 28, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69a36a48d5a88190a727fec1c25a1d5b completed Feb. 28, 2026, 10:20 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.