Triple
T4693223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swedish Social Democratic Party |
E104081
|
entity |
| Predicate | hasNotableLeader |
P981
|
FINISHED |
| Object |
Stefan Löfven
Stefan Löfven is a Swedish politician and former Prime Minister of Sweden who led the Swedish Social Democratic Party.
|
E461045
|
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: Stefan Löfven | Statement: [Swedish Social Democratic Party, hasNotableLeader, Stefan Löfven]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stefan Löfven Context triple: [Swedish Social Democratic Party, hasNotableLeader, Stefan Löfven]
-
A.
Ulf Kristersson
Ulf Kristersson is a Swedish politician who serves as Prime Minister of Sweden and leader of the centre-right Moderate Party.
-
B.
Fredrik Reinfeldt
Fredrik Reinfeldt is a Swedish politician who served as Prime Minister of Sweden from 2006 to 2014 and leader of the centre-right Moderate Party.
-
C.
Thorbjörn Fälldin
Thorbjörn Fälldin was a Swedish Centre Party politician who served multiple terms as Prime Minister of Sweden in the 1970s and early 1980s, leading non-socialist coalition governments.
-
D.
Söder
Söder is a German surname most prominently associated with Markus Söder, a leading Bavarian politician and Minister-President of Bavaria.
-
E.
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.
- 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: Stefan Löfven Triple: [Swedish Social Democratic Party, hasNotableLeader, Stefan Löfven]
Generated description
Stefan Löfven is a Swedish politician and former Prime Minister of Sweden who led the Swedish Social Democratic Party.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stefan Löfven Target entity description: Stefan Löfven is a Swedish politician and former Prime Minister of Sweden who led the Swedish Social Democratic Party.
-
A.
Ulf Kristersson
Ulf Kristersson is a Swedish politician who serves as Prime Minister of Sweden and leader of the centre-right Moderate Party.
-
B.
Fredrik Reinfeldt
Fredrik Reinfeldt is a Swedish politician who served as Prime Minister of Sweden from 2006 to 2014 and leader of the centre-right Moderate Party.
-
C.
Thorbjörn Fälldin
Thorbjörn Fälldin was a Swedish Centre Party politician who served multiple terms as Prime Minister of Sweden in the 1970s and early 1980s, leading non-socialist coalition governments.
-
D.
Söder
Söder is a German surname most prominently associated with Markus Söder, a leading Bavarian politician and Minister-President of Bavaria.
-
E.
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.
- 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_69bd43df91f481908e9add1b617b60ef |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd639dc94c8190bc033111a4199f40 |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03bd47b08190a3d2a174eb2f7b2e |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be055390c08190a85f92aec34b390a |
completed | March 21, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05d5bd008190bd94bd70092e8dfd |
completed | March 21, 2026, 2:43 a.m. |
Created at: March 20, 2026, 1:16 p.m.