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.