Triple
T4498565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melinda French Gates |
E100758
|
entity |
| Predicate | hasPartnershipIn |
P27502
|
FINISHED |
| Object | Bill & Melinda Gates Foundation |
E12665
|
NE FINISHED |
How this triple was built (3 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: Bill & Melinda Gates Foundation | Statement: [Melinda French Gates, hasPartnershipIn, Bill & Melinda Gates Foundation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill & Melinda Gates Foundation Context triple: [Melinda French Gates, hasPartnershipIn, Bill & Melinda Gates Foundation]
-
A.
Bill & Melinda Gates Foundation
chosen
The Bill & Melinda Gates Foundation is one of the world’s largest private philanthropic organizations, focusing on global health, poverty alleviation, and education initiatives.
-
B.
Paul G. Allen Family Foundation
The Paul G. Allen Family Foundation is a philanthropic organization that supports initiatives in science, technology, conservation, the arts, and community development, continuing the charitable legacy of Microsoft co-founder Paul Allen.
-
C.
Hewlett Foundation
The Hewlett Foundation is a major philanthropic organization known for funding initiatives in education, the environment, and global development, including early and sustained support for open educational resources.
-
D.
Gordon and Betty Moore Foundation
The Gordon and Betty Moore Foundation is a major philanthropic organization that supports scientific research, environmental conservation, patient care improvements, and projects in the San Francisco Bay Area.
-
E.
Bloomberg Philanthropies
Bloomberg Philanthropies is the charitable organization founded by Michael R. Bloomberg that focuses on public health, climate action, education, the arts, and government innovation worldwide.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPartnershipIn Context triple: [Melinda French Gates, hasPartnershipIn, Bill & Melinda Gates Foundation]
-
A.
hasPartnershipType
Indicates the specific kind or category of partnership relationship that exists between entities.
-
B.
hasPartner
Indicates that one entity is in a partner relationship (such as romantic, life, or business partnership) with another entity.
-
C.
hasPartnerOrganization
chosen
Indicates that an entity is formally associated or collaborates with another entity as a partner organization.
-
D.
hasNetworkPartner
Indicates that an entity is connected to another entity through a formal or recognized network partnership relationship.
-
E.
hasExPartner
Indicates that one entity was formerly in a romantic or intimate partnership with another entity, but that relationship has ended.
- F. None of above.
Provenance (4 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_69bd43cdf15081909a4fa2585ff63b3e |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd56c29868819097633c7cd398e865 |
completed | March 20, 2026, 2:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bda41dd58081908b8d8779a71f3c97 |
completed | March 20, 2026, 7:46 p.m. |
| PD | Predicate disambiguation | batch_69bd521671688190bc655d25fa77eba2 |
completed | March 20, 2026, 1:56 p.m. |
Created at: March 20, 2026, 1 p.m.