Triple

T4240064
Position Surface form Disambiguated ID Type / Status
Subject Isocrates E95389 entity
Predicate notableWork P4 FINISHED
Object Against the Sophists
Against the Sophists is a rhetorical treatise by the Athenian orator Isocrates that criticizes contemporary sophistic educators and outlines his own principles of education and rhetoric.
E424559 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: Against the Sophists | Statement: [Isocrates, notableWork, Against the Sophists]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Against the Sophists
Context triple: [Isocrates, notableWork, Against the Sophists]
  • A. Xenophon's Apology of Socrates
    Xenophon's Apology of Socrates is a Socratic dialogue in which the historian Xenophon presents an alternative account of Socrates' defense speech and character at his trial, distinct from Plato's more famous version.
  • B. Xenophon’s Socratic writings
    Xenophon’s Socratic writings are a collection of dialogues and memoirs in which Xenophon portrays Socrates’ character, conversations, and practical philosophy on ethics, leadership, and daily life.
  • C. The Problem of Socrates
    The Problem of Socrates is a section in Friedrich Nietzsche’s late work where he critically examines Socrates as a symptom of cultural and philosophical decline, challenging his traditional status as a moral and rational ideal.
  • D. Against the Greeks
    Against the Greeks is a polemical work by the Jewish historian Flavius Josephus defending Judaism and Jewish history against the criticisms and prejudices of Greco-Roman writers.
  • E. Apology of Socrates
    Apology of Socrates is a Platonic dialogue that presents Socrates’ defense speech at his trial in Athens, exploring themes of justice, wisdom, and the examined life.
  • 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: Against the Sophists
Triple: [Isocrates, notableWork, Against the Sophists]
Generated description
Against the Sophists is a rhetorical treatise by the Athenian orator Isocrates that criticizes contemporary sophistic educators and outlines his own principles of education and rhetoric.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Against the Sophists
Target entity description: Against the Sophists is a rhetorical treatise by the Athenian orator Isocrates that criticizes contemporary sophistic educators and outlines his own principles of education and rhetoric.
  • A. Xenophon's Apology of Socrates
    Xenophon's Apology of Socrates is a Socratic dialogue in which the historian Xenophon presents an alternative account of Socrates' defense speech and character at his trial, distinct from Plato's more famous version.
  • B. Xenophon’s Socratic writings
    Xenophon’s Socratic writings are a collection of dialogues and memoirs in which Xenophon portrays Socrates’ character, conversations, and practical philosophy on ethics, leadership, and daily life.
  • C. The Problem of Socrates
    The Problem of Socrates is a section in Friedrich Nietzsche’s late work where he critically examines Socrates as a symptom of cultural and philosophical decline, challenging his traditional status as a moral and rational ideal.
  • D. Against the Greeks
    Against the Greeks is a polemical work by the Jewish historian Flavius Josephus defending Judaism and Jewish history against the criticisms and prejudices of Greco-Roman writers.
  • E. Apology of Socrates
    Apology of Socrates is a Platonic dialogue that presents Socrates’ defense speech at his trial in Athens, exploring themes of justice, wisdom, and the examined life.
  • 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e77fb5c8190b298818acb68ff63 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a86fe7708190a64ba187fb302c9a completed March 14, 2026, 6:26 p.m.
NEDg Description generation batch_69b5a94e637881909a20bb1df0cd5768 completed March 14, 2026, 6:30 p.m.
NED2 Entity disambiguation (via description) batch_69b5a9d9b28081909d7dc97b02209318 completed March 14, 2026, 6:32 p.m.
Created at: March 12, 2026, 11:05 p.m.