Triple
T18724359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BERT |
E457858
|
entity |
| Predicate | paperAuthors |
P2002
|
FINISHED |
| Object | Kristina Toutanova |
—
|
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: Kristina Toutanova | Statement: [BERT, paperAuthors, Kristina Toutanova]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kristina Toutanova Context triple: [BERT, paperAuthors, Kristina Toutanova]
-
A.
Michelle Barbieri
Michelle Barbieri is best known as the wife and partner of the late Argentine jazz saxophonist and composer Gato Barbieri.
-
B.
Alessandra Torresani
Alessandra Torresani is an American actress best known for her role as Zoe Graystone in the science fiction television series "Caprica."
-
C.
Gisele Schmidt
Gisele Schmidt is a British art curator and writer best known as the wife of acclaimed actor and filmmaker Gary Oldman.
-
D.
Gabriella Cristiani
Gabriella Cristiani is an Italian film editor best known for her Academy Award–winning work on Bernardo Bertolucci’s epic film "The Last Emperor."
-
E.
Nadia Santos
Nadia Santos is a courageous and intuitive young girl with telepathic abilities who serves as one of the main protagonists in Isabel Allende’s adventure novel "Kingdom of the Golden Dragon."
- 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: Kristina Toutanova Target entity description: Kristina Toutanova is a prominent natural language processing researcher known for influential work in neural language models and representation learning, including contributions to the development of BERT.
-
A.
Michelle Barbieri
Michelle Barbieri is best known as the wife and partner of the late Argentine jazz saxophonist and composer Gato Barbieri.
-
B.
Alessandra Torresani
Alessandra Torresani is an American actress best known for her role as Zoe Graystone in the science fiction television series "Caprica."
-
C.
Gisele Schmidt
Gisele Schmidt is a British art curator and writer best known as the wife of acclaimed actor and filmmaker Gary Oldman.
-
D.
Gabriella Cristiani
Gabriella Cristiani is an Italian film editor best known for her Academy Award–winning work on Bernardo Bertolucci’s epic film "The Last Emperor."
-
E.
Nadia Santos
Nadia Santos is a courageous and intuitive young girl with telepathic abilities who serves as one of the main protagonists in Isabel Allende’s adventure novel "Kingdom of the Golden Dragon."
- 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_69d8d393ba9c8190a8b03b04ddbb0a09 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e56abcfc048190a01dee959e768768 |
completed | April 19, 2026, 11:52 p.m. |
Created at: April 10, 2026, 11:50 a.m.