Triple
T8181929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ernman–Thunberg family |
E191082
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Beata Ernman Thunberg
Beata Ernman Thunberg is a Swedish singer and performer, known both for her musical work and as the younger sister of climate activist Greta Thunberg.
|
E720354
|
NE FINISHED |
How this triple was built (4 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: Beata Ernman Thunberg | Statement: [Ernman–Thunberg family, hasMember, Beata Ernman Thunberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beata Ernman Thunberg Context triple: [Ernman–Thunberg family, hasMember, Beata Ernman Thunberg]
-
A.
Malena Ernman Thunberg
Malena Ernman Thunberg is a Swedish opera singer and environmental activist, best known as the mother of climate activist Greta Thunberg.
-
B.
Clas Thunberg
Clas Thunberg was a Finnish speed skater and multiple Olympic champion widely regarded as one of the sport’s early greats.
-
C.
Svante Thunberg
Svante Thunberg is a Swedish actor, author, and producer best known as the father and manager of climate activist Greta Thunberg.
-
D.
Olof Thunberg
Olof Thunberg was a Swedish actor and director known for his extensive work in film, television, and voice acting, including being the Swedish voice of Disney’s Winnie the Pooh.
-
E.
Greta Thunberg
Greta Thunberg is a Swedish environmental activist internationally known for catalyzing the global youth climate movement and pressuring world leaders to take stronger action on climate change.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Beata Ernman Thunberg Triple: [Ernman–Thunberg family, hasMember, Beata Ernman Thunberg]
Generated description
Beata Ernman Thunberg is a Swedish singer and performer, known both for her musical work and as the younger sister of climate activist Greta Thunberg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beata Ernman Thunberg Target entity description: Beata Ernman Thunberg is a Swedish singer and performer, known both for her musical work and as the younger sister of climate activist Greta Thunberg.
-
A.
Malena Ernman Thunberg
Malena Ernman Thunberg is a Swedish opera singer and environmental activist, best known as the mother of climate activist Greta Thunberg.
-
B.
Clas Thunberg
Clas Thunberg was a Finnish speed skater and multiple Olympic champion widely regarded as one of the sport’s early greats.
-
C.
Svante Thunberg
Svante Thunberg is a Swedish actor, author, and producer best known as the father and manager of climate activist Greta Thunberg.
-
D.
Olof Thunberg
Olof Thunberg was a Swedish actor and director known for his extensive work in film, television, and voice acting, including being the Swedish voice of Disney’s Winnie the Pooh.
-
E.
Greta Thunberg
Greta Thunberg is a Swedish environmental activist internationally known for catalyzing the global youth climate movement and pressuring world leaders to take stronger action on climate change.
- F. None of above. chosen
Provenance (5 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_69ca82c4538081909404325aa5639483 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4c4db8748190aa785e0c70fac497 |
completed | March 31, 2026, 4:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd3489fd8c8190a919aff6e3b3df31 |
completed | April 1, 2026, 3:06 p.m. |
| NEDg | Description generation | batch_69cd36ef47e88190ae96ea2459552247 |
completed | April 1, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4e9d362481908283d58b03c7ef9b |
completed | April 1, 2026, 4:58 p.m. |
Created at: March 30, 2026, 5:40 p.m.