Triple

T22069396
Position Surface form Disambiguated ID Type / Status
Subject Xunzi E545363 entity
Predicate philosophicalPositionOnHumanNature P80897 FINISHED
Object human nature is bad (evil) and must be reformed by ritual and education LITERAL FINISHED

How this triple was built (2 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: human nature is bad (evil) and must be reformed by ritual and education | Statement: [Xunzi, philosophicalPositionOnHumanNature, human nature is bad (evil) and must be reformed by ritual and education]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: philosophicalPositionOnHumanNature
Context triple: [Xunzi, philosophicalPositionOnHumanNature, human nature is bad (evil) and must be reformed by ritual and education]
  • A. attitudeTowardHumanNature chosen
    Indicates an entity’s evaluative stance or belief about the fundamental characteristics and tendencies of human nature.
  • B. philosophicalPositionExpressed
    Indicates that an entity articulates, endorses, or otherwise conveys a specific philosophical stance, view, or doctrine.
  • C. exploresHumanNature
    Indicates a relationship in which a subject examines, analyzes, or reflects on fundamental aspects of human behavior, emotions, motivations, and identity.
  • D. positionOnNaturalism
    Indicates a stance, view, or attitude that an entity holds regarding the philosophical doctrine of naturalism.
  • E. philosophicalPositionTested
    Indicates that a particular philosophical position has been examined, challenged, or evaluated, typically through argument, analysis, or experimentation.
  • F. None of above.

Provenance (3 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_69e11e344dfc81909b1d88a7221329c7 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1288724e881908b38fe7e56d3b448 completed April 28, 2026, 9:37 p.m.
PD Predicate disambiguation batch_69e6f64a6a70819089d1a6c3a2384861 completed April 21, 2026, 4 a.m.
Created at: April 16, 2026, 8:28 p.m.