Triple

T16490577
Position Surface form Disambiguated ID Type / Status
Subject On the Advisableness of Improving Natural Knowledge E400555 entity
Predicate hasTitle P38 FINISHED
Object On the Advisableness of Improving Natural Knowledge E400555 NE 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: On the Advisableness of Improving Natural Knowledge | Statement: [On the Advisableness of Improving Natural Knowledge, hasTitle, On the Advisableness of Improving Natural Knowledge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: On the Advisableness of Improving Natural Knowledge
Context triple: [On the Advisableness of Improving Natural Knowledge, hasTitle, On the Advisableness of Improving Natural Knowledge]
  • A. On the Advisableness of Improving Natural Knowledge chosen
    "On the Advisableness of Improving Natural Knowledge" is an essay by Thomas Henry Huxley that argues for the value and necessity of advancing scientific understanding for human progress.
  • B. The Foundations of Empirical Knowledge
    The Foundations of Empirical Knowledge is a 1940 philosophical work by A. J. Ayer that defends logical empiricism by critically examining sense-data theories and the justification of empirical beliefs.
  • C. Truth, Rationality, and the Growth of Scientific Knowledge
    "Truth, Rationality, and the Growth of Scientific Knowledge" is a philosophical work by Karl Popper that explores how scientific knowledge progresses through critical rationalism and the rigorous testing of theories.
  • D. Criticism and the Growth of Knowledge
    Criticism and the Growth of Knowledge is a landmark 1970 volume of essays in the philosophy of science, edited by Imre Lakatos and Alan Musgrave, that critically examines and extends Thomas Kuhn’s ideas about scientific revolutions and rationality.
  • E. On the Sources of Knowledge and of Ignorance
    On the Sources of Knowledge and of Ignorance is an essay by philosopher Karl Popper in which he explores how human knowledge grows and why systematic errors and misconceptions arise.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d883813098819084f5409539723b59 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e2f31f48190825af5934d976ab7 completed April 18, 2026, 7:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00582472388190a3c338ab636da9c6 completed May 10, 2026, 10:04 a.m.
Created at: April 10, 2026, 5:13 a.m.