Triple
T19066230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Molecules and Medicine |
E466665
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | Barbara Czakó |
—
|
NE NERFINISHED |
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: Barbara Czakó | Statement: [Molecules and Medicine, hasAuthor, Barbara Czakó]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barbara Czakó Context triple: [Molecules and Medicine, hasAuthor, Barbara Czakó]
-
A.
Paula Cinko
Paula Cinko is a performer best known for being one of the members of the singing and dancing troupe The Golddiggers, which frequently appeared on television variety shows in the late 1960s and 1970s.
-
B.
Zita Horváth
Zita Horváth is a Hungarian academic and university leader who serves as the rector of the University of Miskolc.
-
C.
Katalin Novák
Katalin Novák is a Hungarian politician who served as the first female President of Hungary, known for her work on family and social policy.
-
D.
Barbara Kolanka
Barbara Kolanka was a Polish noblewoman of the Kolanka family and the mother of Barbara Radziwiłł, who became Queen of Poland and Grand Duchess of Lithuania.
-
E.
Barbara Kowalcyk
Barbara Kowalcyk is a food safety advocate and public health expert known for her work to reform food regulation after her young son died from an E. coli infection.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barbara Czakó Target entity description: Barbara Czakó is a chemist and co-author of the textbook "Molecules and Medicine," which explores the chemistry underlying modern pharmaceuticals and therapeutics.
-
A.
Paula Cinko
Paula Cinko is a performer best known for being one of the members of the singing and dancing troupe The Golddiggers, which frequently appeared on television variety shows in the late 1960s and 1970s.
-
B.
Zita Horváth
Zita Horváth is a Hungarian academic and university leader who serves as the rector of the University of Miskolc.
-
C.
Katalin Novák
Katalin Novák is a Hungarian politician who served as the first female President of Hungary, known for her work on family and social policy.
-
D.
Barbara Kolanka
Barbara Kolanka was a Polish noblewoman of the Kolanka family and the mother of Barbara Radziwiłł, who became Queen of Poland and Grand Duchess of Lithuania.
-
E.
Barbara Kowalcyk
Barbara Kowalcyk is a food safety advocate and public health expert known for her work to reform food regulation after her young son died from an E. coli infection.
- F. None of above. chosen
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_69d8dd04f4488190b1121cc53ef2bfd6 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e198621481908618f65dd01746fc |
completed | April 20, 2026, 8:19 a.m. |
Created at: April 10, 2026, 12:03 p.m.