Triple
T18851225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Magdalena Andersson |
E461044
|
entity |
| Predicate | replaces (as party leader) |
P103533
|
FINISHED |
| Object | Stefan Löfven |
—
|
NE NERFINISHED |
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: Stefan Löfven | Statement: [Magdalena Andersson, replaces (as party leader), Stefan Löfven]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stefan Löfven Context triple: [Magdalena Andersson, replaces (as party leader), Stefan Löfven]
-
A.
Stefan Löfven
chosen
Stefan Löfven is a Swedish politician and former Prime Minister of Sweden who led the Swedish Social Democratic Party.
-
B.
Ulf Kristersson
Ulf Kristersson is a Swedish politician who serves as Prime Minister of Sweden and leader of the centre-right Moderate Party.
-
C.
Tobias Billström
Tobias Billström is a Swedish Moderate Party politician who has served in several ministerial roles, including as Sweden’s Minister for Migration and later as Minister for Foreign Affairs.
-
D.
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.
-
E.
Hans Söder
Hans Söder is a person notable enough to be recognized as a prominent bearer of the surname Söder.
- 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: replaces (as party leader) Context triple: [Magdalena Andersson, replaces (as party leader), Stefan Löfven]
-
A.
electedReplacement
Indicates that one entity has been chosen through an election process to take over the role, position, or function previously held by another entity.
-
B.
assumedLeadershipOfParty
chosen
Indicates that an entity took over and began serving as the leader of a political party.
-
C.
replacedAsHeadCoach
Indicates that one person assumed the role of head coach in place of another, effectively succeeding them in that position.
-
D.
replacedParty
Indicates that one entity has been substituted for or taken the place of another entity in a given role, position, or context.
-
E.
changedPoliticalHeadOf
Indicates that one entity has replaced another as the political leader or head of a given political body or jurisdiction.
- F. None of above.
Provenance (3 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. |
| PD | Predicate disambiguation | batch_69e48d1e7dac81909ea1e758c87773c5 |
completed | April 19, 2026, 8:06 a.m. |
Created at: April 10, 2026, 11:56 a.m.