Triple
T2609050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thunberg |
E58730
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Malena Ernman Thunberg
Malena Ernman Thunberg is a Swedish opera singer and environmental activist, best known as the mother of climate activist Greta Thunberg.
|
E285300
|
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: Malena Ernman Thunberg | Statement: [Thunberg, usedBy, Malena Ernman Thunberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malena Ernman Thunberg Context triple: [Thunberg, usedBy, Malena Ernman Thunberg]
-
A.
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.
-
B.
Svante Thunberg
Svante Thunberg is a Swedish actor, author, and producer best known as the father and manager of climate activist Greta Thunberg.
-
C.
Beata Ernman-Thunberg
Beata Ernman-Thunberg is a Swedish media personality and singer, known as the younger daughter of opera singer Malena Ernman and the sister of climate activist Greta Thunberg.
-
D.
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.
-
E.
Thunberg
Thunberg is a Swedish surname most prominently associated today with climate activist Greta Thunberg and her family of performers and writers.
- 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: Malena Ernman Thunberg Triple: [Thunberg, usedBy, Malena Ernman Thunberg]
Generated description
Malena Ernman Thunberg is a Swedish opera singer and environmental activist, best known as the mother of climate activist Greta Thunberg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malena Ernman Thunberg Target entity description: Malena Ernman Thunberg is a Swedish opera singer and environmental activist, best known as the mother of climate activist Greta Thunberg.
-
A.
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.
-
B.
Svante Thunberg
Svante Thunberg is a Swedish actor, author, and producer best known as the father and manager of climate activist Greta Thunberg.
-
C.
Beata Ernman-Thunberg
Beata Ernman-Thunberg is a Swedish media personality and singer, known as the younger daughter of opera singer Malena Ernman and the sister of climate activist Greta Thunberg.
-
D.
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.
-
E.
Thunberg
Thunberg is a Swedish surname most prominently associated today with climate activist Greta Thunberg and her family of performers and writers.
- 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_69ab4ac3523881909679750c9f8c2dec |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd868acc481909444c99a621cdbec |
completed | March 7, 2026, 7:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98b250548190ad5226f2a2937a58 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af99aa962081909c575f132bfbf7ad |
completed | March 10, 2026, 4:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a0a6efc819081602372e406c4e2 |
completed | March 10, 2026, 4:11 a.m. |
Created at: March 6, 2026, 9:49 p.m.