Triple
T3206368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 111th United States Congress |
E67170
|
entity |
| Predicate | passes |
P1308
|
FINISHED |
| Object |
Don’t Ask, Don’t Tell Repeal Act of 2010
The Don’t Ask, Don’t Tell Repeal Act of 2010 is the U.S. law that ended the military’s ban on openly gay, lesbian, and bisexual service members.
|
E176660
|
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 Ask, Don’t Tell Repeal Act of 2010 | Statement: [111th United States Congress, passes, Don’t Ask, Don’t Tell Repeal Act of 2010]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Don’t Ask, Don’t Tell Repeal Act of 2010 Context triple: [111th United States Congress, passes, Don’t Ask, Don’t Tell Repeal Act of 2010]
-
A.
Don’t Ask, Don’t Tell policy authorization
The “Don’t Ask, Don’t Tell” policy authorization was a U.S. federal measure that formally allowed gay, lesbian, and bisexual individuals to serve in the military only if they concealed their sexual orientation, prohibiting both open service and official inquiries into it.
-
B.
Military Justice Act of 2016
The Military Justice Act of 2016 is a U.S. law that modernized and reformed the military justice system, updating procedures, offenses, and protections for service members under the Uniform Code of Military Justice.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 Ask, Don’t Tell Repeal Act of 2010 Triple: [111th United States Congress, passes, Don’t Ask, Don’t Tell Repeal Act of 2010]
Generated description
The Don’t Ask, Don’t Tell Repeal Act of 2010 is the U.S. law that ended the military’s ban on openly gay, lesbian, and bisexual service members.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Don’t Ask, Don’t Tell Repeal Act of 2010 Target entity description: The Don’t Ask, Don’t Tell Repeal Act of 2010 is the U.S. law that ended the military’s ban on openly gay, lesbian, and bisexual service members.
-
A.
Don’t Ask, Don’t Tell policy authorization
chosen
The “Don’t Ask, Don’t Tell” policy authorization was a U.S. federal measure that formally allowed gay, lesbian, and bisexual individuals to serve in the military only if they concealed their sexual orientation, prohibiting both open service and official inquiries into it.
-
B.
Military Justice Act of 2016
The Military Justice Act of 2016 is a U.S. law that modernized and reformed the military justice system, updating procedures, offenses, and protections for service members under the Uniform Code of Military Justice.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
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_69ad8589bd988190afa7ed2bdffb7b33 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaa56c21c8190b6aa7c56cb15ad56 |
completed | March 8, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24bcf7b2481908bc52cfa71bd313c |
completed | March 12, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69b24cb0c5f0819083ea589ded12ef3b |
completed | March 12, 2026, 5:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b24d2ce888819087cc7c3f5db0e859 |
completed | March 12, 2026, 5:20 a.m. |
Created at: March 8, 2026, 3:07 p.m.