Triple
T13156652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Hammarberg |
E312605
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Social Democrats (Sweden) |
E104081
|
NE FINISHED |
How this triple was built (2 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: Social Democrats (Sweden) | Statement: [Thomas Hammarberg, memberOf, Social Democrats (Sweden)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Democrats (Sweden) Context triple: [Thomas Hammarberg, memberOf, Social Democrats (Sweden)]
-
A.
Democrats (Sweden)
Democrats (Sweden) is a Swedish political party aligned with the European Conservatives and Reformists group, generally advocating conservative and Eurosceptic policies.
-
B.
Social-Demokraten
Social-Demokraten was a Swedish social democratic newspaper that served as an important organ for the labor movement and the Social Democratic Party in Sweden.
-
C.
Christian Democrats (Sweden)
Christian Democrats (Sweden) is a Swedish center-right political party rooted in Christian democratic ideology, emphasizing family values, social welfare, and a market economy.
-
D.
Nordic social democratic parties
Nordic social democratic parties are center-left political parties in the Nordic countries that emerged from the labour movement and advocate for welfare-state capitalism, strong unions, and extensive social protections.
-
E.
Swedish Social Democratic Party
chosen
The Swedish Social Democratic Party is a major center-left political party in Sweden that has historically dominated the country’s politics and shaped its welfare-state model.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c084028819093bc4e94d53b4f17 |
completed | April 10, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eaf06f408190949f9ed5e899815b |
completed | May 3, 2026, 6:28 a.m. |
Created at: April 9, 2026, 9:12 p.m.