Triple
T2622690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spartacus League |
E59043
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Franz Mehring
Franz Mehring was a German Marxist historian, journalist, and politician, known as a prominent theoretician of the socialist movement and a co-founder of the Communist Party of Germany.
|
E283329
|
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: Franz Mehring | Statement: [Spartacus League, foundedBy, Franz Mehring]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franz Mehring Context triple: [Spartacus League, foundedBy, Franz Mehring]
-
A.
Friedrich Engel
Friedrich Engel was a German mathematician best known for his collaboration with Sophus Lie in developing the theory of continuous transformation groups and co-authoring the multi-volume "Theorie der Transformationsgruppen."
-
B.
Karl Kautsky
Karl Kautsky was a prominent Marxist theorist and leading socialist intellectual of the late 19th and early 20th centuries, influential in shaping orthodox Marxism and the politics of European social democracy.
-
C.
Karl Pilger
Karl Pilger is an individual notable enough to be recognized as a namesake or distinguished bearer of the surname Pilger.
-
D.
Eduard Bernstein
Eduard Bernstein was a German socialist theorist and politician best known as the leading proponent of revisionist socialism, advocating a gradual, democratic path to socialism within the framework of the Second International.
-
E.
Friedrich Engels
Friedrich Engels was a 19th-century German philosopher, social scientist, and political theorist best known as Karl Marx’s collaborator and co-author of foundational works of communist theory such as "The Communist Manifesto."
- 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: Franz Mehring Triple: [Spartacus League, foundedBy, Franz Mehring]
Generated description
Franz Mehring was a German Marxist historian, journalist, and politician, known as a prominent theoretician of the socialist movement and a co-founder of the Communist Party of Germany.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Franz Mehring Target entity description: Franz Mehring was a German Marxist historian, journalist, and politician, known as a prominent theoretician of the socialist movement and a co-founder of the Communist Party of Germany.
-
A.
Friedrich Engel
Friedrich Engel was a German mathematician best known for his collaboration with Sophus Lie in developing the theory of continuous transformation groups and co-authoring the multi-volume "Theorie der Transformationsgruppen."
-
B.
Karl Kautsky
Karl Kautsky was a prominent Marxist theorist and leading socialist intellectual of the late 19th and early 20th centuries, influential in shaping orthodox Marxism and the politics of European social democracy.
-
C.
Karl Pilger
Karl Pilger is an individual notable enough to be recognized as a namesake or distinguished bearer of the surname Pilger.
-
D.
Eduard Bernstein
Eduard Bernstein was a German socialist theorist and politician best known as the leading proponent of revisionist socialism, advocating a gradual, democratic path to socialism within the framework of the Second International.
-
E.
Friedrich Engels
Friedrich Engels was a 19th-century German philosopher, social scientist, and political theorist best known as Karl Marx’s collaborator and co-author of foundational works of communist theory such as "The Communist Manifesto."
- 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_69ab4ac558388190962492cd2e1b0ce6 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd8adab148190af26ede359dd739d |
completed | March 7, 2026, 7:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af909918b88190905df6637ec0e412 |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af91625bd481908d3666af3cd3733f |
completed | March 10, 2026, 3:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af91f9e1208190aa149c9afc84911c |
completed | March 10, 2026, 3:37 a.m. |
Created at: March 6, 2026, 9:50 p.m.