Triple
T83220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | River Irk |
E1672
|
entity |
| Predicate | mentionedBy |
P831
|
FINISHED |
| Object |
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."
|
E9644
|
NE FINISHED |
How this triple was built (5 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: Friedrich Engels | Statement: [River Irk, mentionedBy, Friedrich Engels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Friedrich Engels Context triple: [River Irk, mentionedBy, Friedrich Engels]
-
A.
Peter Kropotkin
Peter Kropotkin was a Russian geographer, revolutionary, and leading theorist of anarcho-communism whose writings profoundly shaped libertarian socialist thought.
-
B.
Mikhail Bakunin
Mikhail Bakunin was a 19th-century Russian revolutionary anarchist whose anti-authoritarian ideas and advocacy of stateless socialism were foundational for the development of libertarian socialism.
-
C.
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.
-
D.
Pierre-Joseph Proudhon
Pierre-Joseph Proudhon was a 19th-century French philosopher and economist, best known as a pioneering theorist of anarchism and mutualism whose critiques of property and authority deeply shaped libertarian socialist thought.
-
E.
Herbert Marcuse
Herbert Marcuse was a German-American philosopher and critical theorist associated with the Frankfurt School, known for his critiques of advanced industrial society and influential works such as "One-Dimensional Man."
- 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: Friedrich Engels Triple: [River Irk, mentionedBy, Friedrich Engels]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Friedrich Engels Target entity description: 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."
-
A.
Peter Kropotkin
Peter Kropotkin was a Russian geographer, revolutionary, and leading theorist of anarcho-communism whose writings profoundly shaped libertarian socialist thought.
-
B.
Mikhail Bakunin
Mikhail Bakunin was a 19th-century Russian revolutionary anarchist whose anti-authoritarian ideas and advocacy of stateless socialism were foundational for the development of libertarian socialism.
-
C.
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.
-
D.
Pierre-Joseph Proudhon
Pierre-Joseph Proudhon was a 19th-century French philosopher and economist, best known as a pioneering theorist of anarchism and mutualism whose critiques of property and authority deeply shaped libertarian socialist thought.
-
E.
Herbert Marcuse
Herbert Marcuse was a German-American philosopher and critical theorist associated with the Frankfurt School, known for his critiques of advanced industrial society and influential works such as "One-Dimensional Man."
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: mentionedBy Context triple: [River Irk, mentionedBy, Friedrich Engels]
-
A.
mentions
chosen
Indicates that one entity refers to, cites, or brings up another entity in some form of communication or content.
-
B.
notablyAssociatedWith
Indicates that one entity is prominently or distinctively connected with another in a way that is especially noteworthy or remarkable.
-
C.
notableFor
Indicates that an entity is especially recognized or distinguished for a particular quality, achievement, characteristic, or role.
-
D.
recognizedFor
Indicates that one entity is acknowledged, credited, or honored for a particular achievement, quality, contribution, or work associated with another entity.
-
E.
popularizedIn
Indicates that something became widely known, accepted, or fashionable within a particular place, time period, or context.
- F. None of above.
Provenance (6 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_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f4ccb5081908decac81f4af01bf |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a26c1b81a88190ba473b28dd88fdb8 |
completed | Feb. 28, 2026, 4:16 a.m. |
| NEDg | Description generation | batch_69a26d3eee308190a591a8b71fc3aea9 |
completed | Feb. 28, 2026, 4:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a26d9fb7248190b358c6f890eac0e9 |
completed | Feb. 28, 2026, 4:22 a.m. |
| PD | Predicate disambiguation | batch_69a24eb469548190b38c24e81f36c838 |
completed | Feb. 28, 2026, 2:11 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.