Triple

T7477210
Position Surface form Disambiguated ID Type / Status
Subject Don’t Ask, Don’t Tell policy authorization E176660 entity
Predicate repealedBy P6257 FINISHED
Object Don’t Ask, Don’t Tell Repeal Act of 2010
The Don’t Ask, Don’t Tell Repeal Act of 2010 is a U.S. federal law that ended the ban on openly gay, lesbian, and bisexual individuals serving in the military.
E666919 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: [Don’t Ask, Don’t Tell policy authorization, repealedBy, 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: [Don’t Ask, Don’t Tell policy authorization, repealedBy, 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. 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.
  • 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: [Don’t Ask, Don’t Tell policy authorization, repealedBy, Don’t Ask, Don’t Tell Repeal Act of 2010]
Generated description
The Don’t Ask, Don’t Tell Repeal Act of 2010 is a U.S. federal law that ended the ban on openly gay, lesbian, and bisexual individuals serving in the military.
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 a U.S. federal law that ended the ban on openly gay, lesbian, and bisexual individuals serving in the military.
  • 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. 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.
  • 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f4ee23d081908e05658a651661fc completed March 27, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83489a8208190b0380edcd18a1246 completed March 28, 2026, 8:05 p.m.
NEDg Description generation batch_69c836441e3081909671c8c118429eb5 completed March 28, 2026, 8:12 p.m.
NED2 Entity disambiguation (via description) batch_69c836c34a488190a84e0136bc02f1cd completed March 28, 2026, 8:14 p.m.
Created at: March 27, 2026, 3:41 p.m.