Triple
T329580
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Agency for International Development |
E6594
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Global Health Security programs
Global Health Security programs are U.S. government initiatives that strengthen countries’ capacities to prevent, detect, and respond to infectious disease threats and pandemics worldwide.
|
E41984
|
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: Global Health Security programs | Statement: [United States Agency for International Development, hasProgram, Global Health Security programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Global Health Security programs Context triple: [United States Agency for International Development, hasProgram, Global Health Security programs]
-
A.
Global Health Program
The Global Health Program is a Council on Foreign Relations initiative that analyzes and informs policy on international health challenges and their implications for U.S. foreign policy and global security.
-
B.
Center for Global Health
The Center for Global Health is a division of the U.S. National Cancer Institute that leads and coordinates international efforts to reduce the global burden of cancer through research, partnerships, and capacity-building.
-
C.
Global Vaccine Action Plan
The Global Vaccine Action Plan is a comprehensive international framework developed to improve access to vaccines and strengthen immunization systems worldwide, guiding countries toward disease prevention and eradication goals.
-
D.
Center for Communicable Disease Dynamics
The Center for Communicable Disease Dynamics is a research center focused on understanding, modeling, and controlling infectious disease transmission and outbreaks.
-
E.
Public Health Emergency of International Concern
A Public Health Emergency of International Concern is a formal WHO designation for an extraordinary health event that poses a public health risk to multiple countries and may require a coordinated international response.
- 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: Global Health Security programs Triple: [United States Agency for International Development, hasProgram, Global Health Security programs]
Generated description
Global Health Security programs are U.S. government initiatives that strengthen countries’ capacities to prevent, detect, and respond to infectious disease threats and pandemics worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Global Health Security programs Target entity description: Global Health Security programs are U.S. government initiatives that strengthen countries’ capacities to prevent, detect, and respond to infectious disease threats and pandemics worldwide.
-
A.
Global Health Program
The Global Health Program is a Council on Foreign Relations initiative that analyzes and informs policy on international health challenges and their implications for U.S. foreign policy and global security.
-
B.
Center for Global Health
The Center for Global Health is a division of the U.S. National Cancer Institute that leads and coordinates international efforts to reduce the global burden of cancer through research, partnerships, and capacity-building.
-
C.
Global Vaccine Action Plan
The Global Vaccine Action Plan is a comprehensive international framework developed to improve access to vaccines and strengthen immunization systems worldwide, guiding countries toward disease prevention and eradication goals.
-
D.
Center for Communicable Disease Dynamics
The Center for Communicable Disease Dynamics is a research center focused on understanding, modeling, and controlling infectious disease transmission and outbreaks.
-
E.
Public Health Emergency of International Concern
A Public Health Emergency of International Concern is a formal WHO designation for an extraordinary health event that poses a public health risk to multiple countries and may require a coordinated international response.
- 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_69a2e7933d6c8190bb2592ad13286ef2 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2eaaeb64881909c7ab9bca3378e2b |
completed | Feb. 28, 2026, 1:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3cfef5f4c8190a9c0e14a5a501237 |
completed | March 1, 2026, 5:34 a.m. |
| NEDg | Description generation | batch_69a3d068ea8c81908851444ca70a64b4 |
completed | March 1, 2026, 5:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d0eb96748190aa8c47736820387c |
completed | March 1, 2026, 5:38 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.