Triple

T1778175
Position Surface form Disambiguated ID Type / Status
Subject Cratylus E39227 entity
Predicate discussesConcept P531 FINISHED
Object Heraclitean flux
Heraclitean flux is the philosophical doctrine, attributed to Heraclitus, that reality is in a state of constant change so that nothing remains the same from one moment to the next.
E16150 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: Heraclitean flux | Statement: [Cratylus, discussesConcept, Heraclitean flux]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heraclitean flux
Context triple: [Cratylus, discussesConcept, Heraclitean flux]
  • A. Bergsonianism
    Bergsonianism is a philosophical movement based on Henri Bergson’s ideas about intuition, duration, and creative evolution, which significantly influenced thinkers such as Georges Sorel.
  • B. Hegelian dialectics
    Hegelian dialectics is a philosophical framework developed by G.W.F. Hegel that explains historical and conceptual development through the dynamic process of contradiction and resolution, often summarized as thesis–antithesis–synthesis.
  • C. The Difference Between the Democritean and Epicurean Philosophy of Nature
    The Difference Between the Democritean and Epicurean Philosophy of Nature is Karl Marx’s 1841 doctoral dissertation, in which he critically compares the ancient atomist theories of Democritus and Epicurus to explore questions of materialism, freedom, and nature.
  • D. Heraclitus
    Heraclitus was a pre-Socratic Greek philosopher best known for his doctrine that reality is in constant flux and for emphasizing the unity of opposites.
  • E. The Perennial Philosophy
    The Perennial Philosophy is Aldous Huxley’s influential 1945 work of comparative mysticism that explores the shared spiritual truths underlying the world’s major religious traditions.
  • 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: Heraclitean flux
Triple: [Cratylus, discussesConcept, Heraclitean flux]
Generated description
Heraclitean flux is the philosophical doctrine, attributed to Heraclitus, that reality is in a state of constant change so that nothing remains the same from one moment to the next.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heraclitean flux
Target entity description: Heraclitean flux is the philosophical doctrine, attributed to Heraclitus, that reality is in a state of constant change so that nothing remains the same from one moment to the next.
  • A. Bergsonianism
    Bergsonianism is a philosophical movement based on Henri Bergson’s ideas about intuition, duration, and creative evolution, which significantly influenced thinkers such as Georges Sorel.
  • B. Hegelian dialectics
    Hegelian dialectics is a philosophical framework developed by G.W.F. Hegel that explains historical and conceptual development through the dynamic process of contradiction and resolution, often summarized as thesis–antithesis–synthesis.
  • C. The Difference Between the Democritean and Epicurean Philosophy of Nature
    The Difference Between the Democritean and Epicurean Philosophy of Nature is Karl Marx’s 1841 doctoral dissertation, in which he critically compares the ancient atomist theories of Democritus and Epicurus to explore questions of materialism, freedom, and nature.
  • D. Heraclitus chosen
    Heraclitus was a pre-Socratic Greek philosopher best known for his doctrine that reality is in constant flux and for emphasizing the unity of opposites.
  • E. The Perennial Philosophy
    The Perennial Philosophy is Aldous Huxley’s influential 1945 work of comparative mysticism that explores the shared spiritual truths underlying the world’s major religious traditions.
  • F. None of above.

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_69a88630519c8190a17addd83c4a3ef4 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa64ba92a48190b69da748dfbfc53c completed March 6, 2026, 5:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada99d12f88190a9daec1b7dd64e67 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adab03a5448190b42966adcd8afbde completed March 8, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69adaeabff6c8190b19bc6478a28641c completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:31 p.m.