Triple
T718299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melinda French Gates |
E14358
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | Melinda Ann French Gates |
E14358
|
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: Melinda Ann French Gates | Statement: [Melinda French Gates, fullName, Melinda Ann French Gates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melinda Ann French Gates Context triple: [Melinda French Gates, fullName, Melinda Ann French Gates]
-
A.
Melinda French Gates
chosen
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.
-
B.
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.
-
C.
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.
-
D.
MacKenzie Scott
MacKenzie Scott is an American novelist and philanthropist known for her rapid, large-scale charitable giving focused on equity and social justice.
-
E.
Aurelia Chan Zuckerberg
Aurelia Chan Zuckerberg is the daughter of pediatrician and philanthropist Priscilla Chan and Meta co-founder and CEO Mark Zuckerberg.
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a577658881909c12951d63d96377 |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a654de91bc819088d495c8a9cb4133 |
completed | March 3, 2026, 3:26 a.m. |
Created at: March 1, 2026, 7:37 p.m.