Triple
T9921089
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Curie family |
E187795
|
entity |
| Predicate | hasBiographer |
P69526
|
FINISHED |
| Object | Ève Curie |
E94552
|
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: Ève Curie | Statement: [Curie family, hasBiographer, Ève Curie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ève Curie Context triple: [Curie family, hasBiographer, Ève Curie]
-
A.
Ève Curie
chosen
Ève Curie was a French-American writer and pianist best known for her acclaimed biography of her mother, the scientist Marie Curie.
-
B.
Hélène Langevin-Joliot
Hélène Langevin-Joliot is a French nuclear physicist and granddaughter of Marie and Pierre Curie, known for her work in nuclear science and for promoting the history and legacy of her family’s scientific contributions.
-
C.
Irène Joliot-Curie
Irène Joliot-Curie was a French physicist, daughter of Marie and Pierre Curie, who shared the 1935 Nobel Prize in Chemistry for the discovery of artificial radioactivity.
-
D.
Jacques Curie
Jacques Curie was a French physicist best known for his work on piezoelectricity, conducted in collaboration with his more famous brother Pierre Curie.
-
E.
Curie
Curie is the renowned scientific family name most famously associated with Nobel Prize–winning physicists and chemists Marie and Pierre Curie and their descendants.
- 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: hasBiographer Context triple: [Curie family, hasBiographer, Ève Curie]
-
A.
isBiographerOf
Indicates that one person has written a biography about another person.
-
B.
biographyWrittenBy
chosen
Indicates that a biography about a person or entity was authored by a specific writer.
-
C.
hasBiographicalTheme
Indicates that something (such as a work, text, or content) centers on or significantly involves biographical subject matter, such as a person’s life, experiences, or personal history.
-
D.
includesBiographiesOf
Indicates that one entity contains or features biographical information about another entity.
-
E.
hasPartInBiography
Indicates that a person or entity is featured or plays a role within someone’s biographical account.
- 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_69ca82b22a688190b52c75bd48429c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cdb56abbb88190a21b8b77f1a25b81 |
completed | April 2, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b5c126c081909a072034fde64a04 |
completed | April 5, 2026, 7:19 p.m. |
| PD | Predicate disambiguation | batch_69cd1d90b8a8819081748f129c0c6ab6 |
completed | April 1, 2026, 1:28 p.m. |
Created at: March 30, 2026, 8:42 p.m.