Triple

T497010
Position Surface form Disambiguated ID Type / Status
Subject BBVA Foundation Frontiers of Knowledge Award E10314 entity
Predicate motto P42 FINISHED
Object Frontiers of Knowledge
Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
E62075 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: Frontiers of Knowledge | Statement: [BBVA Foundation Frontiers of Knowledge Award, motto, Frontiers of Knowledge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frontiers of Knowledge
Context triple: [BBVA Foundation Frontiers of Knowledge Award, motto, Frontiers of Knowledge]
  • A. Science, The Endless Frontier
    Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.
  • B. Adventures of Ideas
    Adventures of Ideas is a philosophical work by Alfred North Whitehead that explores the historical development and interplay of ideas shaping civilization, culture, and human experience.
  • C. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • D. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • E. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • 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: Frontiers of Knowledge
Triple: [BBVA Foundation Frontiers of Knowledge Award, motto, Frontiers of Knowledge]
Generated description
Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frontiers of Knowledge
Target entity description: Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
  • A. Science, The Endless Frontier
    Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.
  • B. Adventures of Ideas
    Adventures of Ideas is a philosophical work by Alfred North Whitehead that explores the historical development and interplay of ideas shaping civilization, culture, and human experience.
  • C. Science and Human Behavior
    Science and Human Behavior is a foundational book by B. F. Skinner that systematically presents the principles of behaviorism and their application to understanding and predicting human actions.
  • D. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • E. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f116f1b4819082f88d6c747368ae completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a481ee2e348190b26b02990b4fb866 completed March 1, 2026, 6:14 p.m.
NEDg Description generation batch_69a482749e78819093f8f81090eedfa2 completed March 1, 2026, 6:16 p.m.
NED2 Entity disambiguation (via description) batch_69a483073dcc8190b05f89a81207d3d2 completed March 1, 2026, 6:18 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.