Triple
T18226900
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloomberg family |
E436443
|
entity |
| Predicate | hasMemberRole |
P161
|
FINISHED |
| Object | Emma Bloomberg – nonprofit executive and philanthropist |
—
|
NE NERFINISHED |
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: Emma Bloomberg – nonprofit executive and philanthropist | Statement: [Bloomberg family, hasMemberRole, Emma Bloomberg – nonprofit executive and philanthropist]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emma Bloomberg – nonprofit executive and philanthropist Context triple: [Bloomberg family, hasMemberRole, Emma Bloomberg – nonprofit executive and philanthropist]
-
A.
Emma Bloomberg
chosen
Emma Bloomberg is an American businesswoman and philanthropist, known for her work in education and nonprofit initiatives and as the daughter of billionaire and former New York City mayor Michael Bloomberg.
-
B.
Georgina Bloomberg
Georgina Bloomberg is an American equestrian, animal welfare advocate, and philanthropist, known both for her competitive show jumping career and as the daughter of billionaire businessman and former New York City mayor Michael Bloomberg.
-
C.
Jennifer Buffett
Jennifer Buffett is an American philanthropist and co-chair of the NoVo Foundation, known for her work advancing girls' and women's rights and social justice initiatives.
-
D.
Betsy Gotbaum
Betsy Gotbaum is an American public official and politician who served as New York City's Public Advocate in the early 2000s, acting as a citywide watchdog and ombudsman.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4f4aff8748190be5e732f9dbc8dff |
completed | April 19, 2026, 3:28 p.m. |
Created at: April 10, 2026, 10:32 a.m.