Triple
T504165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karl Marx |
E10463
|
entity |
| Predicate | parent |
P120
|
FINISHED |
| Object |
Heinrich Marx
Heinrich Marx was a German lawyer and Enlightenment-influenced liberal thinker best known as the father of philosopher and economist Karl Marx.
|
E64467
|
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: Heinrich Marx | Statement: [Karl Marx, parent, Heinrich Marx]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heinrich Marx Context triple: [Karl Marx, parent, Heinrich Marx]
-
A.
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."
-
B.
Karl Marx
Karl Marx was a 19th-century German philosopher, economist, and revolutionary socialist best known for developing the theory of communism and co-authoring "The Communist Manifesto."
-
C.
Ludwig Feuerbach
Ludwig Feuerbach was a 19th-century German philosopher best known for his critique of religion and his influence on materialist and humanist thought.
-
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.
Heinrich Dau
Heinrich Dau was the German naval officer who commanded the merchant raider involved in the World War II Altmark Incident.
- 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: Heinrich Marx Triple: [Karl Marx, parent, Heinrich Marx]
Generated description
Heinrich Marx was a German lawyer and Enlightenment-influenced liberal thinker best known as the father of philosopher and economist Karl Marx.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heinrich Marx Target entity description: Heinrich Marx was a German lawyer and Enlightenment-influenced liberal thinker best known as the father of philosopher and economist Karl Marx.
-
A.
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."
-
B.
Karl Marx
Karl Marx was a 19th-century German philosopher, economist, and revolutionary socialist best known for developing the theory of communism and co-authoring "The Communist Manifesto."
-
C.
Ludwig Feuerbach
Ludwig Feuerbach was a 19th-century German philosopher best known for his critique of religion and his influence on materialist and humanist thought.
-
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.
Heinrich Dau
Heinrich Dau was the German naval officer who commanded the merchant raider involved in the World War II Altmark Incident.
- 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_69a2e848adf881908e5e04f7af030093 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f149bd1c81908ff58ac504ace2bf |
completed | Feb. 28, 2026, 1:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4a42835088190b489cc23629a44c0 |
completed | March 1, 2026, 8:40 p.m. |
| NEDg | Description generation | batch_69a4a488e0648190a5d8331c43c15a52 |
completed | March 1, 2026, 8:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4a52e4ae081909f880462479fc51f |
completed | March 1, 2026, 8:44 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.