Triple

T7688348
Position Surface form Disambiguated ID Type / Status
Subject Florida Parental Rights in Education Act E174181 entity
Predicate hasNickname P39 FINISHED
Object Don’t Say Gay law
The “Don’t Say Gay” law is a controversial Florida measure that restricts classroom instruction on sexual orientation and gender identity in certain grades, sparking nationwide debate over LGBTQ+ rights and education policy.
E680808 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: Don’t Say Gay law | Statement: [Florida Parental Rights in Education Act, hasNickname, Don’t Say Gay law]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Don’t Say Gay law
Context triple: [Florida Parental Rights in Education Act, hasNickname, Don’t Say Gay law]
  • A. Defense of Marriage Act
    The Defense of Marriage Act was a 1996 U.S. federal law that defined marriage for federal purposes as the union of one man and one woman and allowed states to refuse recognition of same-sex marriages performed in other jurisdictions.
  • B. Gag Law (Ley de la Mordaza)
    Gag Law (Ley de la Mordaza) was a repressive 1948 Puerto Rican statute that criminalized pro-independence expression and symbols, including displays of the Puerto Rican flag, as part of broader efforts to suppress nationalist movements.
  • C. Matthew Shepard and James Byrd Jr. Hate Crimes Prevention Act
    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.
  • D. 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.
  • E. Nunuku’s Law
    Nunuku’s Law is a foundational Moriori pacifist code that forbids warfare and violence, shaping the community’s identity and social conduct.
  • 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: Don’t Say Gay law
Triple: [Florida Parental Rights in Education Act, hasNickname, Don’t Say Gay law]
Generated description
The “Don’t Say Gay” law is a controversial Florida measure that restricts classroom instruction on sexual orientation and gender identity in certain grades, sparking nationwide debate over LGBTQ+ rights and education policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Don’t Say Gay law
Target entity description: The “Don’t Say Gay” law is a controversial Florida measure that restricts classroom instruction on sexual orientation and gender identity in certain grades, sparking nationwide debate over LGBTQ+ rights and education policy.
  • A. Defense of Marriage Act
    The Defense of Marriage Act was a 1996 U.S. federal law that defined marriage for federal purposes as the union of one man and one woman and allowed states to refuse recognition of same-sex marriages performed in other jurisdictions.
  • B. Gag Law (Ley de la Mordaza)
    Gag Law (Ley de la Mordaza) was a repressive 1948 Puerto Rican statute that criminalized pro-independence expression and symbols, including displays of the Puerto Rican flag, as part of broader efforts to suppress nationalist movements.
  • C. Matthew Shepard and James Byrd Jr. Hate Crimes Prevention Act
    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.
  • D. 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.
  • E. Nunuku’s Law
    Nunuku’s Law is a foundational Moriori pacifist code that forbids warfare and violence, shaping the community’s identity and social conduct.
  • 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_69c6995966348190939e6c37ba272c06 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7022530e481908ba8d531bb915214 completed March 27, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a261019c8190b8ef53bfb611cef4 completed March 29, 2026, 3:54 a.m.
NEDg Description generation batch_69c8a2d073b08190a056e23cfdf13983 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a37fabe481908c7da8a5d71a3f1c completed March 29, 2026, 3:58 a.m.
Created at: March 27, 2026, 4:02 p.m.