Triple

T8765787
Position Surface form Disambiguated ID Type / Status
Subject United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003 E208335 entity
Predicate publicLawNumber P1117 FINISHED
Object Public Law 108-25
Public Law 108-25 is the U.S. statute that authorized and structured the President’s Emergency Plan for AIDS Relief (PEPFAR), significantly expanding American funding and programs to combat HIV/AIDS, tuberculosis, and malaria worldwide.
E757269 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: Public Law 108-25 | Statement: [United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003, publicLawNumber, Public Law 108-25]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 108-25
Context triple: [United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003, publicLawNumber, Public Law 108-25]
  • A. Public Law 108-21
    Public Law 108-21 is a 2003 U.S. federal statute, known as the PROTECT Act, that strengthened laws against child exploitation and abuse, including tougher penalties and expanded investigative tools.
  • B. Public Law 108-189
    Public Law 108-189 is the 2003 U.S. federal statute that modernized and expanded legal and financial protections for active-duty military personnel under the Servicemembers Civil Relief Act.
  • C. Public Law 108-183
    Public Law 108-183 is a U.S. federal statute enacted in 2003 that expanded benefits and contracting opportunities for veterans, particularly those with service-connected disabilities.
  • D. Public Law 108-458
    Public Law 108-458 is the formal designation of the Intelligence Reform and Terrorism Prevention Act of 2004, a major U.S. law that overhauled the intelligence community and implemented wide-ranging counterterrorism measures after the 9/11 attacks.
  • E. Public Law 107-252
    Public Law 107-252 is the formal designation of the Help America Vote Act of 2002, a U.S. federal law enacted to improve the administration and security of elections nationwide.
  • 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: Public Law 108-25
Triple: [United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003, publicLawNumber, Public Law 108-25]
Generated description
Public Law 108-25 is the U.S. statute that authorized and structured the President’s Emergency Plan for AIDS Relief (PEPFAR), significantly expanding American funding and programs to combat HIV/AIDS, tuberculosis, and malaria worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 108-25
Target entity description: Public Law 108-25 is the U.S. statute that authorized and structured the President’s Emergency Plan for AIDS Relief (PEPFAR), significantly expanding American funding and programs to combat HIV/AIDS, tuberculosis, and malaria worldwide.
  • A. Public Law 108-21
    Public Law 108-21 is a 2003 U.S. federal statute, known as the PROTECT Act, that strengthened laws against child exploitation and abuse, including tougher penalties and expanded investigative tools.
  • B. Public Law 108-189
    Public Law 108-189 is the 2003 U.S. federal statute that modernized and expanded legal and financial protections for active-duty military personnel under the Servicemembers Civil Relief Act.
  • C. Public Law 108-183
    Public Law 108-183 is a U.S. federal statute enacted in 2003 that expanded benefits and contracting opportunities for veterans, particularly those with service-connected disabilities.
  • D. Public Law 108-458
    Public Law 108-458 is the formal designation of the Intelligence Reform and Terrorism Prevention Act of 2004, a major U.S. law that overhauled the intelligence community and implemented wide-ranging counterterrorism measures after the 9/11 attacks.
  • E. Public Law 107-252
    Public Law 107-252 is the formal designation of the Help America Vote Act of 2002, a U.S. federal law enacted to improve the administration and security of elections nationwide.
  • 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_69ca835df7e08190ac875664cca8f9ca completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ee97fd0819087ef8fe14b37ae43 completed March 31, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf519f029081908ad0ae79f35b3e9d completed April 3, 2026, 5:35 a.m.
NEDg Description generation batch_69cf560021148190b60f3f32b0a952b4 completed April 3, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf5654aa4c8190a368a0caca8ed45b completed April 3, 2026, 5:55 a.m.
Created at: March 30, 2026, 6:40 p.m.