Triple

T3105235
Position Surface form Disambiguated ID Type / Status
Subject Anti-Machiavel E64814 entity
Predicate criticizesAuthor P3619 FINISHED
Object Niccolò Machiavelli E22560 NE FINISHED

How this triple was built (3 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: Niccolò Machiavelli | Statement: [Anti-Machiavel, criticizesAuthor, Niccolò Machiavelli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niccolò Machiavelli
Context triple: [Anti-Machiavel, criticizesAuthor, Niccolò Machiavelli]
  • A. Niccolò Machiavelli chosen
    Niccolò Machiavelli was an Italian Renaissance political philosopher, diplomat, and writer best known for his treatise "The Prince," which explores pragmatic and often ruthless strategies for acquiring and maintaining power.
  • B. Francesco Guicciardini
    Francesco Guicciardini was a prominent Italian Renaissance historian, statesman, and diplomat best known for his incisive political analyses and his major work "Storia d'Italia."
  • C. Leonardo Bruni
    Leonardo Bruni was an influential early Italian Renaissance humanist, historian, and chancellor of Florence, known for his Latin writings and for helping shape civic humanism.
  • D. Coluccio Salutati
    Coluccio Salutati was a leading early Italian humanist and chancellor of Florence whose scholarship and political influence helped lay the foundations of Renaissance humanism.
  • E. Giambattista Vico
    Giambattista Vico was an 18th-century Italian philosopher and historian best known for his pioneering work on the philosophy of history and the cyclical development of civilizations in his book "The New Science."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: criticizesAuthor
Context triple: [Anti-Machiavel, criticizesAuthor, Niccolò Machiavelli]
  • A. criticizesSource
    Indicates that one entity expresses disapproval of, or negative judgment about, the content, behavior, or credibility of another entity that is treated as a source.
  • B. criticizedFor
    Indicates that one entity expresses disapproval or negative judgment of another entity specifically because of a particular action, quality, or outcome.
  • C. aimsToCritique
    Indicates an intention to analyze and point out faults, limitations, or weaknesses in something.
  • D. hasCriticism chosen
    Indicates that one entity expresses disapproval, objection, or negative evaluation directed toward another entity.
  • E. hasAuthorialStance
    Indicates that an entity expresses, embodies, or is associated with a particular author’s viewpoint, attitude, or perspective toward its subject matter.
  • F. None of above.

Provenance (4 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_69ad857eeaf48190b34ebfdaa7a264cf completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada29a90e88190afb8a10291ef1946 completed March 8, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20388b7788190b78b9dd2671214ad completed March 12, 2026, 12:06 a.m.
PD Predicate disambiguation batch_69ad9df25d4c81908ff0f6cff55d0563 completed March 8, 2026, 4:04 p.m.
Created at: March 8, 2026, 3:03 p.m.