Triple
T10625271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States–South Africa relations |
E250305
|
entity |
| Predicate | healthCooperationPrograms |
P58392
|
FINISHED |
| Object | PEPFAR |
E208334
|
NE FINISHED |
How this triple was built (3 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 | Statement: [United States–South Africa relations, healthCooperationPrograms, PEPFAR]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PEPFAR Context triple: [United States–South Africa relations, healthCooperationPrograms, PEPFAR]
-
A.
President’s Emergency Plan for AIDS Relief
chosen
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.
-
B.
Global Fund to Fight AIDS, Tuberculosis and Malaria
The Global Fund to Fight AIDS, Tuberculosis and Malaria is an international financing organization that mobilizes and invests resources to accelerate the end of these three major infectious diseases worldwide.
-
C.
Partners In Health
Partners In Health is a global health and social justice organization that delivers high-quality medical care to impoverished communities around the world and advocates for equitable health systems.
-
D.
Office of the U.S. Global AIDS Coordinator
The Office of the U.S. Global AIDS Coordinator is the U.S. State Department office that leads and oversees the President’s Emergency Plan for AIDS Relief (PEPFAR) and coordinates the U.S. government’s global HIV/AIDS response.
-
E.
UNAIDS
UNAIDS is the Joint United Nations Programme on HIV/AIDS, leading and coordinating global efforts to prevent HIV infection, expand treatment, and support people living with HIV.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: healthCooperationPrograms Context triple: [United States–South Africa relations, healthCooperationPrograms, PEPFAR]
-
A.
hasHealthProgram
chosen
Indicates that an entity provides, administers, or is associated with a specific health-related program or initiative.
-
B.
coordinatesInternationalHealth
Indicates organizing and aligning health-related activities, policies, or responses across multiple countries or international bodies.
-
C.
nationalProgram
Indicates that an entity is part of, associated with, or designated as a program organized or administered at the national level.
-
D.
healthAuthority
Indicates that an entity serves as an official body responsible for overseeing, regulating, or managing health-related matters for another entity or within a specific jurisdiction.
-
E.
managedSocialAffairsOf
Indicates that one entity was responsible for organizing, overseeing, or conducting the social affairs or social-related activities of another entity.
- F. None of above.
Provenance (4 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_69d6aa5993448190a493b790b8f85010 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6df80a30c81909f36fe221cf68822 |
completed | April 8, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d96b9a27f881908e451bfa6c118af4 |
completed | April 10, 2026, 9:28 p.m. |
| PD | Predicate disambiguation | batch_69d6dd7fae088190973f70c69738af49 |
completed | April 8, 2026, 10:58 p.m. |
Created at: April 8, 2026, 8:54 p.m.