Triple
T1079565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pierre Curie |
E23915
|
entity |
| Predicate | researchPartner |
P14089
|
FINISHED |
| Object | Marie Curie |
E15532
|
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: Marie Curie | Statement: [Pierre Curie, researchPartner, Marie Curie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marie Curie Context triple: [Pierre Curie, researchPartner, Marie Curie]
-
A.
Marie Curie
chosen
Marie Curie was a pioneering physicist and chemist renowned for her groundbreaking research on radioactivity and as the first person to win Nobel Prizes in two different scientific fields.
-
B.
Ève Curie
Ève Curie was a French-American writer and pianist best known for her acclaimed biography of her mother, the scientist Marie Curie.
-
C.
Pierre Curie
Pierre Curie was a pioneering French physicist best known for his work on radioactivity, crystallography, and magnetism, and as the husband and research partner of Marie Curie.
-
D.
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.
-
E.
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.
- 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: researchPartner Context triple: [Pierre Curie, researchPartner, Marie Curie]
-
A.
projectPartners
chosen
Indicates that two or more entities collaborate together as partners on the same project.
-
B.
researchUser
Indicates that an entity conducts research on, studies, or investigates a particular user.
-
C.
researchSite
Indicates that a location serves as a site where research or investigative studies are conducted or based.
-
D.
researchCenter
Indicates that one entity functions as a research center associated with, operated by, or focused on the other entity.
-
E.
researchSupportType
Indicates the specific kind of support provided for research activities, such as funding, resources, or services.
- 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_69a493f1ddf48190a99d54b00e99f8ce |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b94509d08190964509ea4a2d7912 |
completed | March 1, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac763a7cd481909bf83a2e67c0d9f5 |
completed | March 7, 2026, 7:02 p.m. |
| PD | Predicate disambiguation | batch_69a4b73d9f08819093668104f129840e |
completed | March 1, 2026, 10:01 p.m. |
Created at: March 1, 2026, 7:42 p.m.