Triple
T10137168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | General German Workers' Association |
E226888
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object | Wilhelm Liebknecht |
E310449
|
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: Wilhelm Liebknecht | Statement: [General German Workers' Association, notableMember, Wilhelm Liebknecht]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wilhelm Liebknecht Context triple: [General German Workers' Association, notableMember, Wilhelm Liebknecht]
-
A.
Wilhelm Liebknecht
chosen
Wilhelm Liebknecht was a 19th-century German socialist politician, co-founder and longtime leader of the Social Democratic Party of Germany (SPD), and a prominent advocate of Marxist ideas.
-
B.
Karl Liebknecht
Karl Liebknecht was a German socialist politician and anti-war activist who co-founded the Communist Party of Germany and became a prominent leader of the revolutionary left during and after World War I.
-
C.
Luise Kautsky
Luise Kautsky was a socialist activist and writer, best known as the politically engaged wife and close collaborator of Marxist theorist Karl Kautsky.
-
D.
Rosa Luxemburg
Rosa Luxemburg was a Marxist theorist, revolutionary socialist, and co-founder of the Spartacist League whose critiques of authoritarianism and advocacy of democratic, grassroots socialism deeply shaped libertarian socialist thought.
-
E.
August Bebel
August Bebel was a prominent 19th-century German socialist politician, co-founder and longtime leader of the Social Democratic Party of Germany (SPD), and an influential advocate for workers' rights and social reform.
- 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_69ca8433ec308190b8b25a6fe359c34c |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cde881a2188190a5e519b90a1b910b |
completed | April 2, 2026, 3:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e5ee7b6081909f5c08583a619308 |
completed | April 5, 2026, 10:45 p.m. |
Created at: March 30, 2026, 9:06 p.m.