Triple

T10642538
Position Surface form Disambiguated ID Type / Status
Subject Sextus Empiricus E250758 entity
Predicate notableWork P4 FINISHED
Object Against the Professors
Against the Professors is a major work of ancient Pyrrhonian skepticism by Sextus Empiricus that systematically critiques the claims and methods of various academic disciplines.
E875369 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 Professors | Statement: [Sextus Empiricus, notableWork, Against the Professors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Against the Professors
Context triple: [Sextus Empiricus, notableWork, Against the Professors]
  • A. Homo Academicus
    Homo Academicus is a sociological study by Pierre Bourdieu that analyzes the structure, power relations, and cultural dynamics of the academic field in France.
  • B. The Faculty
    The Faculty is a 1998 science fiction horror film about high school students who discover their teachers are being taken over by alien parasites.
  • C. The Professor's gang
    The Professor's gang is the central group of meticulously organized robbers in the Spanish television series "Money Heist" (La Casa de Papel), assembled to carry out large-scale heists on national institutions.
  • D. The Real University
    The Real University is an independent hip-hop record label associated with 2 Chainz, known for releasing his music and supporting affiliated artists.
  • E. The Faculty Club
    The Faculty Club is a historic social and dining venue on the University of California, Berkeley campus that serves as a gathering place for faculty, staff, and guests.
  • 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 Professors
Triple: [Sextus Empiricus, notableWork, Against the Professors]
Generated description
Against the Professors is a major work of ancient Pyrrhonian skepticism by Sextus Empiricus that systematically critiques the claims and methods of various academic disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Against the Professors
Target entity description: Against the Professors is a major work of ancient Pyrrhonian skepticism by Sextus Empiricus that systematically critiques the claims and methods of various academic disciplines.
  • A. Homo Academicus
    Homo Academicus is a sociological study by Pierre Bourdieu that analyzes the structure, power relations, and cultural dynamics of the academic field in France.
  • B. The Faculty
    The Faculty is a 1998 science fiction horror film about high school students who discover their teachers are being taken over by alien parasites.
  • C. The Professor's gang
    The Professor's gang is the central group of meticulously organized robbers in the Spanish television series "Money Heist" (La Casa de Papel), assembled to carry out large-scale heists on national institutions.
  • D. The Real University
    The Real University is an independent hip-hop record label associated with 2 Chainz, known for releasing his music and supporting affiliated artists.
  • E. The Faculty Club
    The Faculty Club is a historic social and dining venue on the University of California, Berkeley campus that serves as a gathering place for faculty, staff, and guests.
  • 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_69d6aa5a4c4881908f39be6efe5981e5 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dfce1ddc8190893fe6f7b047b56b completed April 8, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96bd065b4819083e6fa200f27b39f completed April 10, 2026, 9:29 p.m.
NEDg Description generation batch_69d96df03c2881909af8501ecf6ac180 completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d96f063d588190adcfd56b2b0afccf completed April 10, 2026, 9:43 p.m.
Created at: April 8, 2026, 9:05 p.m.