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.