Triple
T19282992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sir Fred Hollows |
E482235
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
The Fred Hollows Foundation
The Fred Hollows Foundation is an international development organization dedicated to preventing avoidable blindness and improving eye health, particularly in low-income and remote communities.
|
E1368284
|
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: The Fred Hollows Foundation | Statement: [Sir Fred Hollows, founded, The Fred Hollows Foundation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Fred Hollows Foundation Context triple: [Sir Fred Hollows, founded, The Fred Hollows Foundation]
-
A.
Stephen Lewis Foundation
The Stephen Lewis Foundation is a Canadian charitable organization that supports community-based initiatives in Africa to combat HIV/AIDS and its impacts, particularly among women, children, and grandmothers.
-
B.
Marie Keating Foundation
The Marie Keating Foundation is an Irish cancer awareness and support charity established in memory of Ronan Keating’s mother to promote early detection and provide information and services to those affected by cancer.
-
C.
Looking Out Foundation
Looking Out Foundation is a nonprofit organization created by musician Brandi Carlile to support humanitarian, community, and social justice causes through philanthropy and advocacy.
-
D.
Helen Keller International
Helen Keller International is a global nonprofit organization focused on preventing blindness and reducing malnutrition through evidence-based health and nutrition programs in low-income countries.
-
E.
Uweza Foundation
Uweza Foundation is a nonprofit organization focused on empowering children and youth in Kenya’s informal settlements through education, arts, and community-based programs.
- 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: The Fred Hollows Foundation Triple: [Sir Fred Hollows, founded, The Fred Hollows Foundation]
Generated description
The Fred Hollows Foundation is an international development organization dedicated to preventing avoidable blindness and improving eye health, particularly in low-income and remote communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Fred Hollows Foundation Target entity description: The Fred Hollows Foundation is an international development organization dedicated to preventing avoidable blindness and improving eye health, particularly in low-income and remote communities.
-
A.
Stephen Lewis Foundation
The Stephen Lewis Foundation is a Canadian charitable organization that supports community-based initiatives in Africa to combat HIV/AIDS and its impacts, particularly among women, children, and grandmothers.
-
B.
Marie Keating Foundation
The Marie Keating Foundation is an Irish cancer awareness and support charity established in memory of Ronan Keating’s mother to promote early detection and provide information and services to those affected by cancer.
-
C.
Looking Out Foundation
Looking Out Foundation is a nonprofit organization created by musician Brandi Carlile to support humanitarian, community, and social justice causes through philanthropy and advocacy.
-
D.
Helen Keller International
Helen Keller International is a global nonprofit organization focused on preventing blindness and reducing malnutrition through evidence-based health and nutrition programs in low-income countries.
-
E.
Uweza Foundation
Uweza Foundation is a nonprofit organization focused on empowering children and youth in Kenya’s informal settlements through education, arts, and community-based programs.
- 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_69d8e8cf61b0819096fe3e4107827c4e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fbffda78819088bf8dbc61756831 |
completed | April 20, 2026, 10:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a070e7e2b7881909e3461175f8b3c8c |
completed | May 15, 2026, 12:15 p.m. |
| NEDg | Description generation | batch_6a070f8b626c819083a31123cd6035cf |
completed | May 15, 2026, 12:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a071018f61881908ace460b83dac186 |
completed | May 15, 2026, 12:22 p.m. |
Created at: April 10, 2026, 1:30 p.m.