Triple

T12029229
Position Surface form Disambiguated ID Type / Status
Subject Defense of Marriage Act E286357 entity
Predicate constitutionalChallenge P1122 FINISHED
Object Massachusetts v. United States Department of Health and Human Services
Massachusetts v. United States Department of Health and Human Services is a landmark federal court case in which the District of Massachusetts struck down key provisions of the Defense of Marriage Act as unconstitutional for denying federal recognition and benefits to same-sex marriages recognized by the state.
E959899 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: Massachusetts v. United States Department of Health and Human Services | Statement: [Defense of Marriage Act, constitutionalChallenge, Massachusetts v. United States Department of Health and Human Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massachusetts v. United States Department of Health and Human Services
Context triple: [Defense of Marriage Act, constitutionalChallenge, Massachusetts v. United States Department of Health and Human Services]
  • A. Melendez-Diaz v. Massachusetts
    Melendez-Diaz v. Massachusetts is a 2009 U.S. Supreme Court decision holding that forensic laboratory reports are testimonial evidence and that defendants have a Sixth Amendment right to confront the analysts who prepared them.
  • B. Memoirs v. Massachusetts
    Memoirs v. Massachusetts is a 1966 U.S. Supreme Court decision that refined the legal test for obscenity under the First Amendment, further protecting controversial literary works from censorship.
  • C. NFIB v. Sebelius
    NFIB v. Sebelius is the landmark 2012 U.S. Supreme Court case that largely upheld the Affordable Care Act, notably ruling that its individual mandate could be sustained under Congress’s taxing power.
  • D. King v. Burwell
    King v. Burwell is a landmark 2015 U.S. Supreme Court case that upheld the availability of federal tax credits for health insurance purchased on exchanges under the Affordable Care Act.
  • E. McCullen v. Coakley
    McCullen v. Coakley is a 2014 U.S. Supreme Court case that struck down Massachusetts’ abortion-clinic buffer zone law as violating the First Amendment’s free speech protections.
  • 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: Massachusetts v. United States Department of Health and Human Services
Triple: [Defense of Marriage Act, constitutionalChallenge, Massachusetts v. United States Department of Health and Human Services]
Generated description
Massachusetts v. United States Department of Health and Human Services is a landmark federal court case in which the District of Massachusetts struck down key provisions of the Defense of Marriage Act as unconstitutional for denying federal recognition and benefits to same-sex marriages recognized by the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massachusetts v. United States Department of Health and Human Services
Target entity description: Massachusetts v. United States Department of Health and Human Services is a landmark federal court case in which the District of Massachusetts struck down key provisions of the Defense of Marriage Act as unconstitutional for denying federal recognition and benefits to same-sex marriages recognized by the state.
  • A. Melendez-Diaz v. Massachusetts
    Melendez-Diaz v. Massachusetts is a 2009 U.S. Supreme Court decision holding that forensic laboratory reports are testimonial evidence and that defendants have a Sixth Amendment right to confront the analysts who prepared them.
  • B. Memoirs v. Massachusetts
    Memoirs v. Massachusetts is a 1966 U.S. Supreme Court decision that refined the legal test for obscenity under the First Amendment, further protecting controversial literary works from censorship.
  • C. NFIB v. Sebelius
    NFIB v. Sebelius is the landmark 2012 U.S. Supreme Court case that largely upheld the Affordable Care Act, notably ruling that its individual mandate could be sustained under Congress’s taxing power.
  • D. King v. Burwell
    King v. Burwell is a landmark 2015 U.S. Supreme Court case that upheld the availability of federal tax credits for health insurance purchased on exchanges under the Affordable Care Act.
  • E. McCullen v. Coakley
    McCullen v. Coakley is a 2014 U.S. Supreme Court case that struck down Massachusetts’ abortion-clinic buffer zone law as violating the First Amendment’s free speech protections.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903f13ae8819097a5740f7c51df82 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b8d37ec81908d4a1668e932ca5b completed May 1, 2026, 11:16 a.m.
NEDg Description generation batch_69f48fc7a8848190a06b34cc45db4789 completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495fbfa2481908a1d757a27909d5a completed May 1, 2026, 12:01 p.m.
Created at: April 8, 2026, 9:47 p.m.