Triple
T57065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Giving Pledge |
E1128
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Melinda French Gates
Melinda French Gates is an American philanthropist and former Microsoft executive best known for co-founding the Bill & Melinda Gates Foundation and her global work on health, education, and gender equality.
|
E95
|
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: Melinda French Gates | Statement: [The Giving Pledge, founder, Melinda French Gates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melinda French Gates Context triple: [The Giving Pledge, founder, Melinda French Gates]
-
A.
Jennifer Katharine Gates
Jennifer Katharine Gates is an American equestrian and medical doctor best known as the eldest daughter of philanthropists Bill and Melinda Gates.
-
B.
Bill and Melinda Gates
Bill and Melinda Gates are American philanthropists best known for founding and leading the Bill & Melinda Gates Foundation, one of the world’s largest private charitable organizations focused on global health, education, and poverty alleviation.
-
C.
Donna Zuckerberg
Donna Zuckerberg is a classicist, writer, and editor-in-chief of the online journal Eidolon, known for her work on how the classics are used in contemporary culture and online misogyny.
-
D.
Michelle Obama
Michelle Obama is an American lawyer, author, and former First Lady of the United States known for her advocacy on education, health, and military families.
-
E.
Oprah Winfrey
Oprah Winfrey is an American talk show host, media executive, actress, and philanthropist who became one of the most influential and wealthy figures in global entertainment and culture.
- 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: Melinda French Gates Triple: [The Giving Pledge, founder, Melinda French Gates]
Generated description
Melinda French Gates is an American philanthropist and former Microsoft executive best known for co-founding the Bill & Melinda Gates Foundation and her global work on health, education, and gender equality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melinda French Gates Target entity description: Melinda French Gates is an American philanthropist and former Microsoft executive best known for co-founding the Bill & Melinda Gates Foundation and her global work on health, education, and gender equality.
-
A.
Jennifer Katharine Gates
Jennifer Katharine Gates is an American equestrian and medical doctor best known as the eldest daughter of philanthropists Bill and Melinda Gates.
-
B.
Bill and Melinda Gates
chosen
Bill and Melinda Gates are American philanthropists best known for founding and leading the Bill & Melinda Gates Foundation, one of the world’s largest private charitable organizations focused on global health, education, and poverty alleviation.
-
C.
Donna Zuckerberg
Donna Zuckerberg is a classicist, writer, and editor-in-chief of the online journal Eidolon, known for her work on how the classics are used in contemporary culture and online misogyny.
-
D.
Michelle Obama
Michelle Obama is an American lawyer, author, and former First Lady of the United States known for her advocacy on education, health, and military families.
-
E.
Oprah Winfrey
Oprah Winfrey is an American talk show host, media executive, actress, and philanthropist who became one of the most influential and wealthy figures in global entertainment and culture.
- F. None of above.
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_69a248adc5b48190aa8db9fb092fb28a |
completed | Feb. 28, 2026, 1:45 a.m. |
| NER | Named-entity recognition | batch_69a24b1bf2c081908f20e13939b713ff |
completed | Feb. 28, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a266e716048190a57f681fccb4fdeb |
completed | Feb. 28, 2026, 3:54 a.m. |
| NEDg | Description generation | batch_69a267b740388190a321023aa52a539a |
completed | Feb. 28, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2685dc64c8190bd611985d1bc27a3 |
completed | Feb. 28, 2026, 4 a.m. |
Created at: Feb. 28, 2026, 1:50 a.m.