Triple

T11975445
Position Surface form Disambiguated ID Type / Status
Subject Public Law 111-84 E285027 entity
Predicate alsoKnownAs P39 FINISHED
Object Matthew Shepard and James Byrd Jr. Hate Crimes Prevention Act carrier bill E31184 NE FINISHED

How this triple was built (2 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: Matthew Shepard and James Byrd Jr. Hate Crimes Prevention Act carrier bill | Statement: [Public Law 111-84, alsoKnownAs, Matthew Shepard and James Byrd Jr. Hate Crimes Prevention Act carrier bill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matthew Shepard and James Byrd Jr. Hate Crimes Prevention Act carrier bill
Context triple: [Public Law 111-84, alsoKnownAs, Matthew Shepard and James Byrd Jr. Hate Crimes Prevention Act carrier bill]
  • A. Matthew Shepard and James Byrd Jr. Hate Crimes Prevention Act chosen
    The Matthew Shepard and James Byrd Jr. Hate Crimes Prevention Act is a U.S. federal law that expands hate crime protections to include crimes motivated by a victim’s actual or perceived race, color, religion, national origin, gender, sexual orientation, gender identity, or disability and strengthens federal enforcement of such offenses.
  • B. Religious Freedom Restoration Act
    The Religious Freedom Restoration Act is a 1993 U.S. federal law that aims to protect individuals’ religious practices from substantial government burdens unless justified by a compelling governmental interest pursued through the least restrictive means.
  • C. Don’t Ask, Don’t Tell Repeal Act of 2010
    The Don’t Ask, Don’t Tell Repeal Act of 2010 is a U.S. federal law that ended the ban on openly gay, lesbian, and bisexual individuals serving in the military.
  • D. Matthew Shepard Foundation
    The Matthew Shepard Foundation is a nonprofit organization dedicated to advancing LGBTQ+ rights, combating hate crimes, and promoting acceptance and diversity through education, advocacy, and outreach.
  • E. Matthew Shepard
    Matthew Shepard was a young gay American college student whose brutal 1998 murder in Wyoming became a symbol of anti-LGBTQ+ violence and led to significant hate crime legislation in the United States.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d6ab2eaeb881909f7914758f859413 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903926690819090e7ce982f103457 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4598d62a8819087f83912d1e45b27 completed May 1, 2026, 7:43 a.m.
Created at: April 8, 2026, 9:46 p.m.