Triple
T2264705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Millennium Challenge Corporation |
E50117
|
entity |
| Predicate | legalBasis |
P125
|
FINISHED |
| Object |
Millennium Challenge Act of 2003
The Millennium Challenge Act of 2003 is a U.S. law that created the Millennium Challenge Corporation to provide performance-based foreign aid aimed at reducing global poverty and promoting economic growth.
|
E251508
|
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: Millennium Challenge Act of 2003 | Statement: [Millennium Challenge Corporation, legalBasis, Millennium Challenge Act of 2003]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millennium Challenge Act of 2003 Context triple: [Millennium Challenge Corporation, legalBasis, Millennium Challenge Act of 2003]
-
A.
National Defense Authorization Act for Fiscal Year 2000
The National Defense Authorization Act for Fiscal Year 2000 is a U.S. federal law that, among other defense policy and funding provisions, established the National Nuclear Security Administration to manage the nation’s nuclear weapons, nonproliferation, and naval reactor programs.
-
B.
Government Performance and Results Act of 1993
The Government Performance and Results Act of 1993 is a U.S. federal law that requires agencies to set strategic goals, measure performance, and report on their results to improve government accountability and effectiveness.
-
C.
No FEAR Act of 2002
The No FEAR Act of 2002 is a U.S. federal law designed to hold agencies accountable for violations of antidiscrimination and whistleblower protection laws by requiring greater transparency, notification, and financial consequences for such misconduct.
-
D.
United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003
The United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003 is a landmark U.S. law that launched and authorized the President’s Emergency Plan for AIDS Relief (PEPFAR), dramatically expanding global funding and programs to combat HIV/AIDS, tuberculosis, and malaria.
-
E.
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.
- 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: Millennium Challenge Act of 2003 Triple: [Millennium Challenge Corporation, legalBasis, Millennium Challenge Act of 2003]
Generated description
The Millennium Challenge Act of 2003 is a U.S. law that created the Millennium Challenge Corporation to provide performance-based foreign aid aimed at reducing global poverty and promoting economic growth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millennium Challenge Act of 2003 Target entity description: The Millennium Challenge Act of 2003 is a U.S. law that created the Millennium Challenge Corporation to provide performance-based foreign aid aimed at reducing global poverty and promoting economic growth.
-
A.
National Defense Authorization Act for Fiscal Year 2000
The National Defense Authorization Act for Fiscal Year 2000 is a U.S. federal law that, among other defense policy and funding provisions, established the National Nuclear Security Administration to manage the nation’s nuclear weapons, nonproliferation, and naval reactor programs.
-
B.
Government Performance and Results Act of 1993
The Government Performance and Results Act of 1993 is a U.S. federal law that requires agencies to set strategic goals, measure performance, and report on their results to improve government accountability and effectiveness.
-
C.
No FEAR Act of 2002
The No FEAR Act of 2002 is a U.S. federal law designed to hold agencies accountable for violations of antidiscrimination and whistleblower protection laws by requiring greater transparency, notification, and financial consequences for such misconduct.
-
D.
United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003
The United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003 is a landmark U.S. law that launched and authorized the President’s Emergency Plan for AIDS Relief (PEPFAR), dramatically expanding global funding and programs to combat HIV/AIDS, tuberculosis, and malaria.
-
E.
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.
- 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_69a88b01e0048190ba96431b5f990ba9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc18ed0708190aa3156e9d35120c3 |
completed | March 7, 2026, 6:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71d243608190bbfe5784fa06e26b |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae728e46608190b4192519c705bc32 |
completed | March 9, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae72ff572081909b7c4aebb9e26180 |
completed | March 9, 2026, 7:13 a.m. |
Created at: March 4, 2026, 7:48 p.m.