Triple

T3363757
Position Surface form Disambiguated ID Type / Status
Subject Paul Feyerabend E70784 entity
Predicate notableWork P4 FINISHED
Object Against Method
Against Method is a controversial and influential philosophy of science book by Paul Feyerabend that challenges the existence of universal scientific methodologies and advocates epistemological anarchism.
E351312 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 Method | Statement: [Paul Feyerabend, notableWork, Against Method]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Against Method
Context triple: [Paul Feyerabend, notableWork, Against Method]
  • A. Anti
    Anti is Rihanna’s critically acclaimed eighth studio album, known for its experimental R&B sound and artistic departure from her earlier pop-oriented work.
  • B. The Method
    The Method is a Russian psychological crime drama series featuring Svetlana Khodchenkova in a prominent role.
  • C. Against Infinity
    Against Infinity is a science fiction novel by Gregory Benford that explores human colonization and alien mystery on Jupiter’s moon Ganymede.
  • D. Counterpoint
    Counterpoint is a 1968 World War II drama film starring Charlton Heston as an orchestra conductor captured by Nazis, directed by Ralph Nelson.
  • E. Anti-Machiavel
    Anti-Machiavel is an 18th-century political treatise by Frederick II of Prussia that refutes Machiavelli’s principles in The Prince and advocates for enlightened, moral rulership.
  • 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 Method
Triple: [Paul Feyerabend, notableWork, Against Method]
Generated description
Against Method is a controversial and influential philosophy of science book by Paul Feyerabend that challenges the existence of universal scientific methodologies and advocates epistemological anarchism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Against Method
Target entity description: Against Method is a controversial and influential philosophy of science book by Paul Feyerabend that challenges the existence of universal scientific methodologies and advocates epistemological anarchism.
  • A. Anti
    Anti is Rihanna’s critically acclaimed eighth studio album, known for its experimental R&B sound and artistic departure from her earlier pop-oriented work.
  • B. The Method
    The Method is a Russian psychological crime drama series featuring Svetlana Khodchenkova in a prominent role.
  • C. Against Infinity
    Against Infinity is a science fiction novel by Gregory Benford that explores human colonization and alien mystery on Jupiter’s moon Ganymede.
  • D. Counterpoint
    Counterpoint is a 1968 World War II drama film starring Charlton Heston as an orchestra conductor captured by Nazis, directed by Ralph Nelson.
  • E. Anti-Machiavel
    Anti-Machiavel is an 18th-century political treatise by Frederick II of Prussia that refutes Machiavelli’s principles in The Prince and advocates for enlightened, moral rulership.
  • 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_69ad85a660c48190998489309a3b4869 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb28467b88190bdf70b851bc8efa9 completed March 8, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b32549eb9c81908c3a525da9eab0aa completed March 12, 2026, 8:42 p.m.
NEDg Description generation batch_69b325aecee081908109928766283c9a completed March 12, 2026, 8:44 p.m.
NED2 Entity disambiguation (via description) batch_69b326175b38819083f1e62be7e01c8a completed March 12, 2026, 8:46 p.m.
Created at: March 8, 2026, 3:13 p.m.