Triple
T7112156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shepard–Byrd Act |
E165730
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object | Shepard–Byrd Hate Crimes Prevention Act |
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: Shepard–Byrd Hate Crimes Prevention Act | Statement: [Shepard–Byrd Act, shortName, Shepard–Byrd Hate Crimes Prevention Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shepard–Byrd Hate Crimes Prevention Act Context triple: [Shepard–Byrd Act, shortName, Shepard–Byrd Hate Crimes Prevention Act]
-
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.
McGovern–Hatfield Amendment
The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
-
D.
Protect America Act of 2007
The Protect America Act of 2007 was a U.S. law that temporarily expanded the government's authority to conduct warrantless surveillance of foreign intelligence targets, particularly in the context of post-9/11 national security concerns.
-
E.
Shepard–Byrd Act
The Shepard–Byrd Act is a U.S. federal hate-crime law that expanded protections to include crimes motivated by a victim’s actual or perceived gender, sexual orientation, gender identity, or disability.
- 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_69c6888120f081908f8f01b201dc4a4c |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5edf89c8190a069b35ff7768165 |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7a325a07c81909bd9a8f5d4461fb9 |
completed | March 28, 2026, 9:45 a.m. |
Created at: March 27, 2026, 2:43 p.m.