Triple

T607040
Position Surface form Disambiguated ID Type / Status
Subject Clouds E12016 entity
Predicate satirizes P3077 FINISHED
Object Sophists
Sophists were itinerant professional teachers and intellectuals in ancient Greece, known for their skill in rhetoric and argumentation, often criticized for prioritizing persuasive success over truth.
E76034 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: Sophists | Statement: [Clouds, satirizes, Sophists]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sophists
Context triple: [Clouds, satirizes, Sophists]
  • A. Presocratic philosophers
    Presocratic philosophers were early Greek thinkers before Socrates who sought natural and rational explanations for the cosmos, laying the foundations of Western philosophy and science.
  • B. School of Socrates
    The School of Socrates was the informal circle of students and followers gathered around the philosopher Socrates in classical Athens, which later gave rise to several major Socratic schools of thought.
  • C. Socrates
    Socrates was a classical Athenian philosopher renowned as a founder of Western philosophy, known for his method of questioning and his trial and execution in Athens.
  • D. Antisthenes
    Antisthenes was an ancient Greek philosopher, a pupil of Socrates and a key forerunner of Cynicism known for his advocacy of virtue, self-sufficiency, and ascetic living.
  • E. Ionian School of literature
    The Ionian School of literature was a 19th-century Greek literary movement centered in the Ionian Islands, known for its romantic nationalism, lyrical poetry, and significant role in shaping modern Greek literary identity.
  • 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: Sophists
Triple: [Clouds, satirizes, Sophists]
Generated description
Sophists were itinerant professional teachers and intellectuals in ancient Greece, known for their skill in rhetoric and argumentation, often criticized for prioritizing persuasive success over truth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sophists
Target entity description: Sophists were itinerant professional teachers and intellectuals in ancient Greece, known for their skill in rhetoric and argumentation, often criticized for prioritizing persuasive success over truth.
  • A. Presocratic philosophers
    Presocratic philosophers were early Greek thinkers before Socrates who sought natural and rational explanations for the cosmos, laying the foundations of Western philosophy and science.
  • B. School of Socrates
    The School of Socrates was the informal circle of students and followers gathered around the philosopher Socrates in classical Athens, which later gave rise to several major Socratic schools of thought.
  • C. Socrates
    Socrates was a classical Athenian philosopher renowned as a founder of Western philosophy, known for his method of questioning and his trial and execution in Athens.
  • D. Antisthenes
    Antisthenes was an ancient Greek philosopher, a pupil of Socrates and a key forerunner of Cynicism known for his advocacy of virtue, self-sufficiency, and ascetic living.
  • E. Ionian School of literature
    The Ionian School of literature was a 19th-century Greek literary movement centered in the Ionian Islands, known for its romantic nationalism, lyrical poetry, and significant role in shaping modern Greek literary identity.
  • 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_69a493309df48190a327f748e88049a6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49dc9243881909a7a706797fe147f completed March 1, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a529240e7481908a763a7699b9d478 completed March 2, 2026, 6:07 a.m.
NEDg Description generation batch_69a52a94984c81909afefc60f26ebc13 completed March 2, 2026, 6:13 a.m.
NED2 Entity disambiguation (via description) batch_69a52b59eb148190a413fa0b314f1eef completed March 2, 2026, 6:16 a.m.
Created at: March 1, 2026, 7:35 p.m.