Triple

T554827
Position Surface form Disambiguated ID Type / Status
Subject Karl Popper E11919 entity
Predicate notableWork P4 FINISHED
Object Objective Knowledge
Objective Knowledge is a 1972 philosophical work by Karl Popper that develops his theory of knowledge as an objective, evolutionary process grounded in conjectures and refutations.
E69417 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: Objective Knowledge | Statement: [Karl Popper, notableWork, Objective Knowledge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Objective Knowledge
Context triple: [Karl Popper, notableWork, Objective Knowledge]
  • A. Logic and Knowledge
    Logic and Knowledge is a collection of philosophical and logical essays by Bertrand Russell that includes influential papers on language, logic, and epistemology.
  • B. Usable Knowledge
    Usable Knowledge is an online resource from the Harvard Graduate School of Education that translates education research into practical insights and tools for educators, policymakers, and the public.
  • C. Frontiers of Knowledge
    Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
  • D. Quantitative Reasoning
    Quantitative Reasoning is a section of the GRE that evaluates a test taker’s ability to understand, interpret, and analyze quantitative information and solve problems using mathematical concepts.
  • E. Science of Knowledge (Wissenschaftslehre)
    Science of Knowledge (Wissenschaftslehre) is Johann Gottlieb Fichte’s foundational philosophical work that systematically develops a transcendental idealist account of the self and its role in constituting knowledge and reality.
  • 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: Objective Knowledge
Triple: [Karl Popper, notableWork, Objective Knowledge]
Generated description
Objective Knowledge is a 1972 philosophical work by Karl Popper that develops his theory of knowledge as an objective, evolutionary process grounded in conjectures and refutations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Objective Knowledge
Target entity description: Objective Knowledge is a 1972 philosophical work by Karl Popper that develops his theory of knowledge as an objective, evolutionary process grounded in conjectures and refutations.
  • A. Logic and Knowledge
    Logic and Knowledge is a collection of philosophical and logical essays by Bertrand Russell that includes influential papers on language, logic, and epistemology.
  • B. Usable Knowledge
    Usable Knowledge is an online resource from the Harvard Graduate School of Education that translates education research into practical insights and tools for educators, policymakers, and the public.
  • C. Frontiers of Knowledge
    Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
  • D. Quantitative Reasoning
    Quantitative Reasoning is a section of the GRE that evaluates a test taker’s ability to understand, interpret, and analyze quantitative information and solve problems using mathematical concepts.
  • E. Science of Knowledge (Wissenschaftslehre)
    Science of Knowledge (Wissenschaftslehre) is Johann Gottlieb Fichte’s foundational philosophical work that systematically develops a transcendental idealist account of the self and its role in constituting knowledge and reality.
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4991c524481908b2bb88c4feabec6 completed March 1, 2026, 7:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e3f90058819081167bac387f8023 completed March 2, 2026, 1:12 a.m.
NEDg Description generation batch_69a4e497da648190b9e07fe94488be0d completed March 2, 2026, 1:15 a.m.
NED2 Entity disambiguation (via description) batch_69a4e525eb18819083018d392ba4b2fa completed March 2, 2026, 1:17 a.m.
Created at: March 1, 2026, 7:32 p.m.