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.