Triple

T8765793
Position Surface form Disambiguated ID Type / Status
Subject United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003 E208335 entity
Predicate alsoKnownAs P39 FINISHED
Object PEPFAR authorization act E208335 NE FINISHED

How this triple was built (2 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: PEPFAR authorization act | Statement: [United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003, alsoKnownAs, PEPFAR authorization act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PEPFAR authorization act
Context triple: [United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003, alsoKnownAs, PEPFAR authorization act]
  • A. United States Leadership Against HIV/AIDS, Tuberculosis, and Malaria Act of 2003 chosen
    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.
  • B. President’s Emergency Plan for AIDS Relief
    The President’s Emergency Plan for AIDS Relief (PEPFAR) is a U.S. government global health initiative launched in 2003 to combat HIV/AIDS worldwide through funding, treatment, prevention, and care programs.
  • C. Moving Ahead for Progress in the 21st Century Act
    The Moving Ahead for Progress in the 21st Century Act (MAP-21) is a U.S. federal transportation funding and authorization law that restructured and streamlined surface transportation programs, including data and performance management requirements.
  • D. Pandemic and All-Hazards Preparedness Act
    The Pandemic and All-Hazards Preparedness Act is a U.S. federal law that strengthens national public health and medical preparedness and response capabilities for emergencies such as pandemics, bioterrorism, and natural disasters.
  • E. PACT Act
    The PACT Act is a U.S. law that expands healthcare and benefits for veterans exposed to burn pits and other toxic substances during their military service.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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.
Created at: March 30, 2026, 6:40 p.m.