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.