Triple
T18851282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stefan Löfven |
E461045
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ulla Löfven
Ulla Löfven is a Swedish trade unionist and political figure best known as the wife of former Swedish Prime Minister Stefan Löfven.
|
E1354459
|
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: Ulla Löfven | Statement: [Stefan Löfven, spouse, Ulla Löfven]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ulla Löfven Context triple: [Stefan Löfven, spouse, Ulla Löfven]
-
A.
Filippa Reinfeldt
Filippa Reinfeldt is a Swedish politician from the Moderate Party who has held prominent regional healthcare and local government roles, and was formerly married to Sweden’s ex–Prime Minister Fredrik Reinfeldt.
-
B.
Ingrid Ylva
Ingrid Ylva was a Swedish noblewoman of the early 13th century, traditionally regarded as a powerful and influential matriarch of the House of Bjelbo.
-
C.
Cecilia Malmström
Cecilia Malmström is a Swedish politician and diplomat best known for serving as European Commissioner for Trade and previously for Home Affairs in the European Commission.
-
D.
Stefan Löfven
Stefan Löfven is a Swedish politician and former Prime Minister of Sweden who led the Swedish Social Democratic Party.
-
E.
Gunnel Bildt
Gunnel Bildt is a member of the prominent Swedish Bildt family, known primarily as a daughter of former Swedish Prime Minister Carl Bildt.
- 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: Ulla Löfven Triple: [Stefan Löfven, spouse, Ulla Löfven]
Generated description
Ulla Löfven is a Swedish trade unionist and political figure best known as the wife of former Swedish Prime Minister Stefan Löfven.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ulla Löfven Target entity description: Ulla Löfven is a Swedish trade unionist and political figure best known as the wife of former Swedish Prime Minister Stefan Löfven.
-
A.
Filippa Reinfeldt
Filippa Reinfeldt is a Swedish politician from the Moderate Party who has held prominent regional healthcare and local government roles, and was formerly married to Sweden’s ex–Prime Minister Fredrik Reinfeldt.
-
B.
Ingrid Ylva
Ingrid Ylva was a Swedish noblewoman of the early 13th century, traditionally regarded as a powerful and influential matriarch of the House of Bjelbo.
-
C.
Cecilia Malmström
Cecilia Malmström is a Swedish politician and diplomat best known for serving as European Commissioner for Trade and previously for Home Affairs in the European Commission.
-
D.
Stefan Löfven
Stefan Löfven is a Swedish politician and former Prime Minister of Sweden who led the Swedish Social Democratic Party.
-
E.
Gunnel Bildt
Gunnel Bildt is a member of the prominent Swedish Bildt family, known primarily as a daughter of former Swedish Prime Minister Carl Bildt.
- 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_69d8dcfa11e4819090ab1ef5bdcd2b2e |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c05995e88190b189864fcbda68e5 |
completed | April 20, 2026, 5:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05be3c58b0819086c6718927e95900 |
completed | May 14, 2026, 12:21 p.m. |
| NEDg | Description generation | batch_6a05bf8691f08190baa0e97f588973cb |
completed | May 14, 2026, 12:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05bff32d088190b60ecf78f97848b9 |
completed | May 14, 2026, 12:28 p.m. |
Created at: April 10, 2026, 11:56 a.m.