Triple
T9450774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melinda Ann French |
E227883
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object | Melinda 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 Gates | Statement: [Melinda Ann French, alsoKnownAs, Melinda Gates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melinda Gates Context triple: [Melinda Ann French, alsoKnownAs, Melinda 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.
Mimi Gardner Gates
Mimi Gardner Gates is an American art historian and museum director best known for her long tenure as director of the Seattle Art Museum and her scholarship on Asian art.
-
C.
Jennifer Gates
Jennifer Gates is a film producer known for her work on the psychological thriller "The Jacket."
-
D.
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.
-
E.
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.
- 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_69ca8439f8bc8190997f2ef40c9f0bc2 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f6649a48190b6844daa6202efe5 |
completed | April 1, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12cdd08c08190b9a140e2634c4cf9 |
completed | April 4, 2026, 3:23 p.m. |
Created at: March 30, 2026, 7:51 p.m.