Triple

T2438718
Position Surface form Disambiguated ID Type / Status
Subject Empedocles E53222 entity
Predicate philosophicalSchool P3629 FINISHED
Object Pluralist school
The Pluralist school was a group of ancient Greek philosophers who explained reality as composed of multiple fundamental substances rather than a single underlying principle.
E266848 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: Pluralist school | Statement: [Empedocles, philosophicalSchool, Pluralist school]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pluralist school
Context triple: [Empedocles, philosophicalSchool, Pluralist school]
  • A. Pluralistic
    Pluralistic is Cory Doctorow’s regularly updated blog where he publishes commentary on technology, politics, digital rights, and culture.
  • B. School of Marxism
    The School of Marxism is an academic faculty at Wuhan University dedicated to research and teaching in Marxist theory, ideology, and related social sciences.
  • C. Frankfurt School
    The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
  • D. New Liberalism
    New Liberalism was an early 20th-century British political philosophy within the Liberal Party that emphasized social welfare, state intervention, and economic reforms to address poverty and inequality.
  • E. Peripatetic school
    The Peripatetic school was the philosophical tradition founded by Aristotle in ancient Athens, known for its systematic inquiry into logic, metaphysics, ethics, and natural science.
  • 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: Pluralist school
Triple: [Empedocles, philosophicalSchool, Pluralist school]
Generated description
The Pluralist school was a group of ancient Greek philosophers who explained reality as composed of multiple fundamental substances rather than a single underlying principle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pluralist school
Target entity description: The Pluralist school was a group of ancient Greek philosophers who explained reality as composed of multiple fundamental substances rather than a single underlying principle.
  • A. Pluralistic
    Pluralistic is Cory Doctorow’s regularly updated blog where he publishes commentary on technology, politics, digital rights, and culture.
  • B. School of Marxism
    The School of Marxism is an academic faculty at Wuhan University dedicated to research and teaching in Marxist theory, ideology, and related social sciences.
  • C. Frankfurt School
    The Frankfurt School was a group of 20th-century German social theorists and philosophers associated with critical theory, Marxism, and critiques of modern capitalist and authoritarian societies.
  • D. New Liberalism
    New Liberalism was an early 20th-century British political philosophy within the Liberal Party that emphasized social welfare, state intervention, and economic reforms to address poverty and inequality.
  • E. Peripatetic school
    The Peripatetic school was the philosophical tradition founded by Aristotle in ancient Athens, known for its systematic inquiry into logic, metaphysics, ethics, and natural science.
  • 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_69ab495b6dac8190ac82661aa1452222 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9f62ad081909373134c5adf65d9 completed March 7, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0b0e920819088bd7ee3684c81fe completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef4d2cd3c81908773ac7ff9e4b28d completed March 9, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69aef54c3f1c819085019bd8e48d7db7 completed March 9, 2026, 4:29 p.m.
Created at: March 6, 2026, 9:43 p.m.