Triple
T1539406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 103rd United States Congress |
E32829
|
entity |
| Predicate | enactedLaw |
P6890
|
FINISHED |
| Object |
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.
|
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 policy authorization | Statement: [103rd United States Congress, enactedLaw, Don’t Ask, Don’t Tell policy authorization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Don’t Ask, Don’t Tell policy authorization Context triple: [103rd United States Congress, enactedLaw, Don’t Ask, Don’t Tell policy authorization]
-
A.
Nunn–Cohen Amendment
The Nunn–Cohen Amendment is a 1987 U.S. law that created a unified special operations command and funding authority, significantly strengthening and institutionalizing American special operations forces.
-
B.
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.
-
C.
Intelligence Authorization Act for Fiscal Year 2003
The Intelligence Authorization Act for Fiscal Year 2003 is a U.S. federal law that, among other provisions, formally established and empowered the National Commission on Terrorist Attacks Upon the United States (the 9/11 Commission) to investigate the circumstances surrounding the September 11, 2001 attacks.
-
D.
United States v. Chelsea Manning
United States v. Chelsea Manning was the high-profile court-martial of U.S. Army intelligence analyst Chelsea Manning for leaking classified documents to WikiLeaks, resulting in a landmark conviction under U.S. military and national security law.
-
E.
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.
- 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 policy authorization Triple: [103rd United States Congress, enactedLaw, Don’t Ask, Don’t Tell policy authorization]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Don’t Ask, Don’t Tell policy authorization Target entity description: 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.
-
A.
Nunn–Cohen Amendment
The Nunn–Cohen Amendment is a 1987 U.S. law that created a unified special operations command and funding authority, significantly strengthening and institutionalizing American special operations forces.
-
B.
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.
-
C.
Intelligence Authorization Act for Fiscal Year 2003
The Intelligence Authorization Act for Fiscal Year 2003 is a U.S. federal law that, among other provisions, formally established and empowered the National Commission on Terrorist Attacks Upon the United States (the 9/11 Commission) to investigate the circumstances surrounding the September 11, 2001 attacks.
-
D.
United States v. Chelsea Manning
United States v. Chelsea Manning was the high-profile court-martial of U.S. Army intelligence analyst Chelsea Manning for leaking classified documents to WikiLeaks, resulting in a landmark conviction under U.S. military and national security law.
-
E.
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.
- 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_69a885ed29088190a3c2d5a3d100c16e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61dc6ab881908b22aa7a5295bf21 |
completed | March 6, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad30997d408190916f16d31bcc35b4 |
completed | March 8, 2026, 8:17 a.m. |
| NEDg | Description generation | batch_69ad31167b748190bbb73d7369570ada |
completed | March 8, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad31b5ce308190ba34123a4c8b8188 |
completed | March 8, 2026, 8:22 a.m. |
Created at: March 4, 2026, 7:26 p.m.